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ORCIDBibTeX records: Robert T. Lange
@article{DBLP:journals/corr/abs-2602-15902,
author = {Rujikorn Charakorn and
Edoardo Cetin and
Shinnosuke Uesaka and
Robert Tjarko Lange},
title = {Doc-to-LoRA: Learning to Instantly Internalize Contexts},
journal = {CoRR},
volume = {abs/2602.15902},
year = {2026},
url = {https://doi.org/10.48550/arXiv.2602.15902},
doi = {10.48550/ARXIV.2602.15902},
eprinttype = {arXiv},
eprint = {2602.15902},
timestamp = {Sun, 29 Mar 2026 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2602-15902.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/AbrantesLT25,
author = {Jo{\~{a}}o Abrantes and
Robert T. Lange and
Yujin Tang},
editor = {Bogdan Filipic},
title = {Competition and Attraction Improve Model Fusion},
booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference,
{GECCO} 2025, {NH} Malaga Hotel, Malaga, Spain, July 14-18, 2025},
pages = {1217--1225},
publisher = {{ACM}},
year = {2025},
url = {https://doi.org/10.1145/3712256.3726329},
doi = {10.1145/3712256.3726329},
timestamp = {Sat, 09 Aug 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/AbrantesLT25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CharakornCTL25,
author = {Rujikorn Charakorn and
Edoardo Cetin and
Yujin Tang and
Robert Tjarko Lange},
editor = {Aarti Singh and
Maryam Fazel and
Daniel Hsu and
Simon Lacoste{-}Julien and
Felix Berkenkamp and
Tegan Maharaj and
Kiri Wagstaff and
Jerry Zhu},
title = {Text-to-LoRA: Instant Transformer Adaption},
booktitle = {Forty-second International Conference on Machine Learning, {ICML}
2025, Vancouver, BC, Canada, July 13-19, 2025},
series = {Proceedings of Machine Learning Research},
publisher = {{PMLR} / OpenReview.net},
year = {2025},
url = {https://proceedings.mlr.press/v267/charakorn25a.html},
timestamp = {Wed, 04 Feb 2026 16:54:16 +0100},
biburl = {https://dblp.org/rec/conf/icml/CharakornCTL25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/BraunLT25,
author = {Cornelius V. Braun and
Robert Tjarko Lange and
Marc Toussaint},
editor = {Silvia Chiappa and
Sara Magliacane},
title = {Stein Variational Evolution Strategies},
booktitle = {Conference on Uncertainty in Artificial Intelligence, Rio Othon Palace,
Rio de Janeiro, Brazil, 21-25 July 2025},
series = {Proceedings of Machine Learning Research},
pages = {398--420},
publisher = {{PMLR}},
year = {2025},
url = {https://proceedings.mlr.press/v286/braun25a.html},
timestamp = {Mon, 18 Aug 2025 15:30:39 +0200},
biburl = {https://dblp.org/rec/conf/uai/BraunLT25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2502-02190,
author = {Maxence Faldor and
Robert Tjarko Lange and
Antoine Cully},
title = {Discovering Quality-Diversity Algorithms via Meta-Black-Box Optimization},
journal = {CoRR},
volume = {abs/2502.02190},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2502.02190},
doi = {10.48550/ARXIV.2502.02190},
eprinttype = {arXiv},
eprint = {2502.02190},
timestamp = {Mon, 10 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2502-02190.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2504-08066,
author = {Yutaro Yamada and
Robert Tjarko Lange and
Cong Lu and
Shengran Hu and
Chris Lu and
Jakob N. Foerster and
Jeff Clune and
David Ha},
title = {The {AI} Scientist-v2: Workshop-Level Automated Scientific Discovery
via Agentic Tree Search},
journal = {CoRR},
volume = {abs/2504.08066},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2504.08066},
doi = {10.48550/ARXIV.2504.08066},
eprinttype = {arXiv},
eprint = {2504.08066},
timestamp = {Wed, 21 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2504-08066.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2505-22954,
author = {Jenny Zhang and
Shengran Hu and
Cong Lu and
Robert T. Lange and
Jeff Clune},
title = {Darwin Godel Machine: Open-Ended Evolution of Self-Improving Agents},
journal = {CoRR},
volume = {abs/2505.22954},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2505.22954},
doi = {10.48550/ARXIV.2505.22954},
eprinttype = {arXiv},
eprint = {2505.22954},
timestamp = {Sun, 29 Jun 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2505-22954.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2506-06105,
author = {Rujikorn Charakorn and
Edoardo Cetin and
Yujin Tang and
Robert Tjarko Lange},
title = {Text-to-LoRA: Instant Transformer Adaption},
journal = {CoRR},
volume = {abs/2506.06105},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2506.06105},
doi = {10.48550/ARXIV.2506.06105},
eprinttype = {arXiv},
eprint = {2506.06105},
timestamp = {Mon, 07 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2506-06105.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2508-16204,
author = {Jo{\~{a}}o Abrantes and
Robert Tjarko Lange and
Yujin Tang},
title = {Competition and Attraction Improve Model Fusion},
journal = {CoRR},
volume = {abs/2508.16204},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2508.16204},
doi = {10.48550/ARXIV.2508.16204},
eprinttype = {arXiv},
eprint = {2508.16204},
timestamp = {Sun, 21 Sep 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2508-16204.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2509-14279,
author = {Robert Tjarko Lange and
Qi Sun and
Aaditya Prasad and
Maxence Faldor and
Yujin Tang and
David Ha},
title = {Towards Robust Agentic {CUDA} Kernel Benchmarking, Verification, and
Optimization},
journal = {CoRR},
volume = {abs/2509.14279},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2509.14279},
doi = {10.48550/ARXIV.2509.14279},
eprinttype = {arXiv},
eprint = {2509.14279},
timestamp = {Thu, 16 Oct 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2509-14279.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2509-19349,
author = {Robert Tjarko Lange and
Yuki Imajuku and
Edoardo Cetin},
title = {ShinkaEvolve: Towards Open-Ended And Sample-Efficient Program Evolution},
journal = {CoRR},
volume = {abs/2509.19349},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2509.19349},
doi = {10.48550/ARXIV.2509.19349},
eprinttype = {arXiv},
eprint = {2509.19349},
timestamp = {Sat, 18 Oct 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2509-19349.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/RutherfordEGCLI24,
author = {Alexander Rutherford and
Benjamin Ellis and
Matteo Gallici and
Jonathan Cook and
Andrei Lupu and
Gar{\dh}ar Ingvarsson and
Timon Willi and
Akbir Khan and
Christian Schr{\"{o}}der de Witt and
Alexandra Souly and
Saptarashmi Bandyopadhyay and
Mikayel Samvelyan and
Minqi Jiang and
Robert T. Lange and
Shimon Whiteson and
Bruno Lacerda and
Nick Hawes and
Tim Rockt{\"{a}}schel and
Chris Lu and
Jakob N. Foerster},
editor = {Mehdi Dastani and
Jaime Sim{\~{a}}o Sichman and
Natasha Alechina and
Virginia Dignum},
title = {JaxMARL: Multi-Agent {RL} Environments and Algorithms in {JAX}},
booktitle = {Proceedings of the 23rd International Conference on Autonomous Agents
and Multiagent Systems, {AAMAS} 2024, Auckland, New Zealand, May 6-10,
2024},
pages = {2444--2446},
publisher = {International Foundation for Autonomous Agents and Multiagent Systems
/ {ACM}},
year = {2024},
url = {https://dl.acm.org/doi/10.5555/3635637.3663188},
doi = {10.5555/3635637.3663188},
timestamp = {Fri, 06 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/atal/RutherfordEGCLI24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/LangeTT24,
author = {Robert T. Lange and
Yingtao Tian and
Yujin Tang},
editor = {Xiaodong Li and
Julia Handl},
title = {Evolution Transformer: In-Context Evolutionary Optimization},
booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference
Companion, {GECCO} 2024, Melbourne, VIC, Australia, July 14-18, 2024},
pages = {575--578},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3638530.3654393},
doi = {10.1145/3638530.3654393},
timestamp = {Thu, 22 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/LangeTT24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/LangeTT24a,
author = {Robert T. Lange and
Yingtao Tian and
Yujin Tang},
editor = {Xiaodong Li and
Julia Handl},
title = {Large Language Models As Evolution Strategies},
booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference
Companion, {GECCO} 2024, Melbourne, VIC, Australia, July 14-18, 2024},
pages = {579--582},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3638530.3654238},
doi = {10.1145/3638530.3654238},
timestamp = {Sun, 19 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gecco/LangeTT24a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/Jackson0KLWF24,
author = {Matthew Thomas Jackson and
Chris Lu and
Louis Kirsch and
Robert Tjarko Lange and
Shimon Whiteson and
Jakob Nicolaus Foerster},
title = {Discovering Temporally-Aware Reinforcement Learning Algorithms},
booktitle = {The Twelfth International Conference on Learning Representations,
{ICLR} 2024, Vienna, Austria, May 7-11, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=MJJcs3zbmi},
timestamp = {Wed, 07 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/Jackson0KLWF24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/Lupu0LLF24,
author = {Andrei Lupu and
Chris Lu and
Jarek Liesen and
Robert Tjarko Lange and
Jakob Nicolaus Foerster},
title = {Behaviour Distillation},
booktitle = {The Twelfth International Conference on Learning Representations,
{ICLR} 2024, Vienna, Austria, May 7-11, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=qup9xD8mW4},
timestamp = {Wed, 07 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/Lupu0LLF24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SongTLLT024,
author = {Xingyou Song and
Yingtao Tian and
Robert Tjarko Lange and
Chansoo Lee and
Yujin Tang and
Yutian Chen},
editor = {Ruslan Salakhutdinov and
Zico Kolter and
Katherine A. Heller and
Adrian Weller and
Nuria Oliver and
Jonathan Scarlett and
Felix Berkenkamp},
title = {Position: Leverage Foundational Models for Black-Box Optimization},
booktitle = {Forty-first International Conference on Machine Learning, {ICML} 2024,
Vienna, Austria, July 21-27, 2024},
series = {Proceedings of Machine Learning Research},
pages = {46168--46180},
publisher = {{PMLR} / OpenReview.net},
year = {2024},
url = {https://proceedings.mlr.press/v235/song24h.html},
timestamp = {Mon, 09 Feb 2026 15:35:36 +0100},
biburl = {https://dblp.org/rec/conf/icml/SongTLLT024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/0001HFCFSL24,
author = {Chris Lu and
Samuel Holt and
Claudio Fanconi and
Alex J. Chan and
Jakob N. Foerster and
Mihaela van der Schaar and
Robert T. Lange},
editor = {Amir Globersons and
Lester Mackey and
Danielle Belgrave and
Angela Fan and
Ulrich Paquet and
Jakub M. Tomczak and
Cheng Zhang},
title = {Discovering Preference Optimization Algorithms with and for Large
Language Models},
booktitle = {Advances in Neural Information Processing Systems 38: Annual Conference
on Neural Information Processing Systems 2024, NeurIPS 2024, Vancouver,
BC, Canada, December 10 - 15, 2024},
year = {2024},
url = {http://papers.nips.cc/paper\_files/paper/2024/hash/9d88b87b31986f8293bb0067a841579e-Abstract-Conference.html},
timestamp = {Thu, 13 Feb 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/0001HFCFSL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/RutherfordEG0LI24,
author = {Alexander Rutherford and
Benjamin Ellis and
Matteo Gallici and
Jonathan Cook and
Andrei Lupu and
Gar{\dh}ar Ingvarsson and
Timon Willi and
Ravi Hammond and
Akbir Khan and
Christian Schr{\"{o}}der de Witt and
Alexandra Souly and
Saptarashmi Bandyopadhyay and
Mikayel Samvelyan and
Minqi Jiang and
Robert T. Lange and
Shimon Whiteson and
Bruno Lacerda and
Nick Hawes and
Tim Rockt{\"{a}}schel and
Chris Lu and
Jakob N. Foerster},
editor = {Amir Globersons and
Lester Mackey and
Danielle Belgrave and
Angela Fan and
Ulrich Paquet and
Jakub M. Tomczak and
Cheng Zhang},
title = {JaxMARL: Multi-Agent {RL} Environments and Algorithms in {JAX}},
booktitle = {Advances in Neural Information Processing Systems 38: Annual Conference
on Neural Information Processing Systems 2024, NeurIPS 2024, Vancouver,
BC, Canada, December 10 - 15, 2024},
year = {2024},
url = {http://papers.nips.cc/paper\_files/paper/2024/hash/5aee125f052c90e326dcf6f380df94f6-Abstract-Datasets\_and\_Benchmarks\_Track.html},
timestamp = {Thu, 13 Feb 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/RutherfordEG0LI24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-05828,
author = {Matthew Thomas Jackson and
Chris Lu and
Louis Kirsch and
Robert T. Lange and
Shimon Whiteson and
Jakob Nicolaus Foerster},
title = {Discovering Temporally-Aware Reinforcement Learning Algorithms},
journal = {CoRR},
volume = {abs/2402.05828},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.05828},
doi = {10.48550/ARXIV.2402.05828},
eprinttype = {arXiv},
eprint = {2402.05828},
timestamp = {Fri, 12 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-05828.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-18381,
author = {Robert Tjarko Lange and
Yingtao Tian and
Yujin Tang},
title = {Large Language Models As Evolution Strategies},
journal = {CoRR},
volume = {abs/2402.18381},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.18381},
doi = {10.48550/ARXIV.2402.18381},
eprinttype = {arXiv},
eprint = {2402.18381},
timestamp = {Tue, 26 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-18381.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-02985,
author = {Robert Tjarko Lange and
Yingtao Tian and
Yujin Tang},
title = {Evolution Transformer: In-Context Evolutionary Optimization},
journal = {CoRR},
volume = {abs/2403.02985},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.02985},
doi = {10.48550/ARXIV.2403.02985},
eprinttype = {arXiv},
eprint = {2403.02985},
timestamp = {Wed, 03 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-02985.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-03547,
author = {Xingyou Song and
Yingtao Tian and
Robert Tjarko Lange and
Chansoo Lee and
Yujin Tang and
Yutian Chen},
title = {Position: Leverage Foundational Models for Black-Box Optimization},
journal = {CoRR},
volume = {abs/2405.03547},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.03547},
doi = {10.48550/ARXIV.2405.03547},
eprinttype = {arXiv},
eprint = {2405.03547},
timestamp = {Fri, 07 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-03547.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-08414,
author = {Chris Lu and
Samuel Holt and
Claudio Fanconi and
Alex J. Chan and
Jakob N. Foerster and
Mihaela van der Schaar and
Robert Tjarko Lange},
title = {Discovering Preference Optimization Algorithms with and for Large
Language Models},
journal = {CoRR},
volume = {abs/2406.08414},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.08414},
doi = {10.48550/ARXIV.2406.08414},
eprinttype = {arXiv},
eprint = {2406.08414},
timestamp = {Tue, 09 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-08414.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-12589,
author = {Jarek Liesen and
Chris Lu and
Andrei Lupu and
Jakob N. Foerster and
Henning Sprekeler and
Robert T. Lange},
title = {Discovering Minimal Reinforcement Learning Environments},
journal = {CoRR},
volume = {abs/2406.12589},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.12589},
doi = {10.48550/ARXIV.2406.12589},
eprinttype = {arXiv},
eprint = {2406.12589},
timestamp = {Fri, 12 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-12589.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-15042,
author = {Andrei Lupu and
Chris Lu and
Jarek Liesen and
Robert Tjarko Lange and
Jakob N. Foerster},
title = {Behaviour Distillation},
journal = {CoRR},
volume = {abs/2406.15042},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.15042},
doi = {10.48550/ARXIV.2406.15042},
eprinttype = {arXiv},
eprint = {2406.15042},
timestamp = {Wed, 17 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-15042.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-19396,
author = {Eduardo Pignatelli and
Jarek Liesen and
Robert Tjarko Lange and
Chris Lu and
Pablo Samuel Castro and
Laura Toni},
title = {{NAVIX:} Scaling MiniGrid Environments with {JAX}},
journal = {CoRR},
volume = {abs/2407.19396},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.19396},
doi = {10.48550/ARXIV.2407.19396},
eprinttype = {arXiv},
eprint = {2407.19396},
timestamp = {Sat, 24 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-19396.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2408-06292,
author = {Chris Lu and
Cong Lu and
Robert Tjarko Lange and
Jakob N. Foerster and
Jeff Clune and
David Ha},
title = {The {AI} Scientist: Towards Fully Automated Open-Ended Scientific
Discovery},
journal = {CoRR},
volume = {abs/2408.06292},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2408.06292},
doi = {10.48550/ARXIV.2408.06292},
eprinttype = {arXiv},
eprint = {2408.06292},
timestamp = {Tue, 11 Feb 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2408-06292.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2410-10390,
author = {Cornelius V. Braun and
Robert T. Lange and
Marc Toussaint},
title = {Stein Variational Evolution Strategies},
journal = {CoRR},
volume = {abs/2410.10390},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2410.10390},
doi = {10.48550/ARXIV.2410.10390},
eprinttype = {arXiv},
eprint = {2410.10390},
timestamp = {Tue, 05 Aug 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2410-10390.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/LangeSCZD00F23,
author = {Robert Tjarko Lange and
Tom Schaul and
Yutian Chen and
Tom Zahavy and
Valentin Dalibard and
Chris Lu and
Satinder Singh and
Sebastian Flennerhag},
editor = {Sara Silva and
Lu{\'{\i}}s Paquete},
title = {Discovering Evolution Strategies via Meta-Black-Box Optimization},
booktitle = {Companion Proceedings of the Conference on Genetic and Evolutionary
Computation, {GECCO} 2023, Companion Volume, Lisbon, Portugal, July
15-19, 2023},
pages = {29--30},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3583133.3595822},
doi = {10.1145/3583133.3595822},
timestamp = {Fri, 02 Aug 2024 15:50:42 +0200},
biburl = {https://dblp.org/rec/conf/gecco/LangeSCZD00F23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/LangeS23,
author = {Robert Tjarko Lange and
Henning Sprekeler},
editor = {Sara Silva and
Lu{\'{\i}}s Paquete},
title = {Lottery tickets in evolutionary optimization: On sparse backpropagation-free
trainability},
booktitle = {Companion Proceedings of the Conference on Genetic and Evolutionary
Computation, {GECCO} 2023, Companion Volume, Lisbon, Portugal, July
15-19, 2023},
pages = {31--32},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3583133.3597059},
doi = {10.1145/3583133.3597059},
timestamp = {Sat, 05 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/LangeS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/Lange23,
author = {Robert Tjarko Lange},
editor = {Sara Silva and
Lu{\'{\i}}s Paquete},
title = {evosax: JAX-Based Evolution Strategies},
booktitle = {Companion Proceedings of the Conference on Genetic and Evolutionary
Computation, {GECCO} 2023, Companion Volume, Lisbon, Portugal, July
15-19, 2023},
pages = {659--662},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3583133.3590733},
doi = {10.1145/3583133.3590733},
timestamp = {Sat, 05 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/Lange23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/LangeSC0ZDF23,
author = {Robert Tjarko Lange and
Tom Schaul and
Yutian Chen and
Chris Lu and
Tom Zahavy and
Valentin Dalibard and
Sebastian Flennerhag},
editor = {Sara Silva and
Lu{\'{\i}}s Paquete},
title = {Discovering Attention-Based Genetic Algorithms via Meta-Black-Box
Optimization},
booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference,
{GECCO} 2023, Lisbon, Portugal, July 15-19, 2023},
pages = {929--937},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3583131.3590496},
doi = {10.1145/3583131.3590496},
timestamp = {Fri, 02 Aug 2024 15:50:42 +0200},
biburl = {https://dblp.org/rec/conf/gecco/LangeSC0ZDF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/LangeSCZD00F23,
author = {Robert Tjarko Lange and
Tom Schaul and
Yutian Chen and
Tom Zahavy and
Valentin Dalibard and
Chris Lu and
Satinder Singh and
Sebastian Flennerhag},
title = {Discovering Evolution Strategies via Meta-Black-Box Optimization},
booktitle = {The Eleventh International Conference on Learning Representations,
{ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
publisher = {OpenReview.net},
year = {2023},
url = {https://openreview.net/forum?id=mFDU0fP3EQH},
timestamp = {Wed, 24 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/LangeSCZD00F23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LangeS23,
author = {Robert Tjarko Lange and
Henning Sprekeler},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {Lottery Tickets in Evolutionary Optimization: On Sparse Backpropagation-Free
Trainability},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
pages = {18535--18547},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/lange23a.html},
timestamp = {Mon, 28 Aug 2023 17:23:08 +0200},
biburl = {https://dblp.org/rec/conf/icml/LangeS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LangeTT23,
author = {Robert Tjarko Lange and
Yujin Tang and
Yingtao Tian},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {NeuroEvoBench: Benchmarking Evolutionary Optimizers for Deep Learning
Applications},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/660ba7851661638c559df47743c69e40-Abstract-Datasets\_and\_Benchmarks.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/LangeTT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-03995,
author = {Robert Tjarko Lange and
Tom Schaul and
Yutian Chen and
Chris Lu and
Tom Zahavy and
Valentin Dalibard and
Sebastian Flennerhag},
title = {Discovering Attention-Based Genetic Algorithms via Meta-Black-Box
Optimization},
journal = {CoRR},
volume = {abs/2304.03995},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.03995},
doi = {10.48550/ARXIV.2304.03995},
eprinttype = {arXiv},
eprint = {2304.03995},
timestamp = {Sat, 16 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-03995.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-00045,
author = {Robert Tjarko Lange and
Henning Sprekeler},
title = {Lottery Tickets in Evolutionary Optimization: On Sparse Backpropagation-Free
Trainability},
journal = {CoRR},
volume = {abs/2306.00045},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.00045},
doi = {10.48550/ARXIV.2306.00045},
eprinttype = {arXiv},
eprint = {2306.00045},
timestamp = {Mon, 12 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-00045.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-02394,
author = {Robert Tjarko Lange and
Yujin Tang and
Yingtao Tian},
title = {NeuroEvoBench: Benchmarking Evolutionary Optimizers for Deep Learning
Applications},
journal = {CoRR},
volume = {abs/2311.02394},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.02394},
doi = {10.48550/ARXIV.2311.02394},
eprinttype = {arXiv},
eprint = {2311.02394},
timestamp = {Tue, 07 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-02394.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-10090,
author = {Alexander Rutherford and
Benjamin Ellis and
Matteo Gallici and
Jonathan Cook and
Andrei Lupu and
Gar{\dh}ar Ingvarsson and
Timon Willi and
Akbir Khan and
Christian Schr{\"{o}}der de Witt and
Alexandra Souly and
Saptarashmi Bandyopadhyay and
Mikayel Samvelyan and
Minqi Jiang and
Robert Tjarko Lange and
Shimon Whiteson and
Bruno Lacerda and
Nick Hawes and
Tim Rockt{\"{a}}schel and
Chris Lu and
Jakob Nicolaus Foerster},
title = {JaxMARL: Multi-Agent {RL} Environments in {JAX}},
journal = {CoRR},
volume = {abs/2311.10090},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.10090},
doi = {10.48550/ARXIV.2311.10090},
eprinttype = {arXiv},
eprint = {2311.10090},
timestamp = {Fri, 06 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-10090.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LangeS22,
author = {Robert Tjarko Lange and
Henning Sprekeler},
title = {Learning Not to Learn: Nature versus Nurture In Silico},
booktitle = {Thirty-Sixth {AAAI} Conference on Artificial Intelligence, {AAAI}
2022, Thirty-Fourth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2022, The Twelveth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2022 Virtual Event, February 22
- March 1, 2022},
pages = {7290--7299},
publisher = {{AAAI} Press},
year = {2022},
url = {https://doi.org/10.1609/aaai.v36i7.20691},
doi = {10.1609/AAAI.V36I7.20691},
timestamp = {Wed, 18 Mar 2026 17:07:12 +0100},
biburl = {https://dblp.org/rec/conf/aaai/LangeS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/VischerLS22,
author = {Marc Aurel Vischer and
Robert Tjarko Lange and
Henning Sprekeler},
title = {On Lottery Tickets and Minimal Task Representations in Deep Reinforcement
Learning},
booktitle = {The Tenth International Conference on Learning Representations, {ICLR}
2022, Virtual Event, April 25-29, 2022},
publisher = {OpenReview.net},
year = {2022},
url = {https://openreview.net/forum?id=Fl3Mg\_MZR-},
timestamp = {Sat, 20 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/VischerLS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-11260,
author = {Robert Tjarko Lange and
Tom Schaul and
Yutian Chen and
Tom Zahavy and
Valentin Dallibard and
Chris Lu and
Satinder Singh and
Sebastian Flennerhag},
title = {Discovering Evolution Strategies via Meta-Black-Box Optimization},
journal = {CoRR},
volume = {abs/2211.11260},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.11260},
doi = {10.48550/ARXIV.2211.11260},
eprinttype = {arXiv},
eprint = {2211.11260},
timestamp = {Sat, 16 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-11260.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-04180,
author = {Robert Tjarko Lange},
title = {evosax: JAX-based Evolution Strategies},
journal = {CoRR},
volume = {abs/2212.04180},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.04180},
doi = {10.48550/ARXIV.2212.04180},
eprinttype = {arXiv},
eprint = {2212.04180},
timestamp = {Mon, 02 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-04180.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ploscb/GijsenGLOB21,
author = {Sam Gijsen and
Miro Grundei and
Robert T. Lange and
Dirk Ostwald and
Felix Blankenburg},
title = {Neural surprise in somatosensory Bayesian learning},
journal = {PLoS Comput. Biol.},
volume = {17},
number = {2},
year = {2021},
url = {https://doi.org/10.1371/journal.pcbi.1008068},
doi = {10.1371/JOURNAL.PCBI.1008068},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ploscb/GijsenGLOB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-01648,
author = {Marc Aurel Vischer and
Robert Tjarko Lange and
Henning Sprekeler},
title = {On Lottery Tickets and Minimal Task Representations in Deep Reinforcement
Learning},
journal = {CoRR},
volume = {abs/2105.01648},
year = {2021},
url = {https://arxiv.org/abs/2105.01648},
eprinttype = {arXiv},
eprint = {2105.01648},
timestamp = {Wed, 12 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-01648.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-04466,
author = {Robert Tjarko Lange and
Henning Sprekeler},
title = {Learning not to learn: Nature versus nurture in silico},
journal = {CoRR},
volume = {abs/2010.04466},
year = {2020},
url = {https://arxiv.org/abs/2010.04466},
eprinttype = {arXiv},
eprint = {2010.04466},
timestamp = {Tue, 13 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-04466.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-12477,
author = {Robert Tjarko Lange and
Aldo Faisal},
title = {Action Grammars: {A} Cognitive Model for Learning Temporal Abstractions},
journal = {CoRR},
volume = {abs/1907.12477},
year = {2019},
url = {http://arxiv.org/abs/1907.12477},
eprinttype = {arXiv},
eprint = {1907.12477},
timestamp = {Thu, 01 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-12477.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-02876,
author = {Petros Christodoulou and
Robert Tjarko Lange and
Ali Shafti and
A. Aldo Faisal},
title = {Reinforcement Learning with Structured Hierarchical Grammar Representations
of Actions},
journal = {CoRR},
volume = {abs/1910.02876},
year = {2019},
url = {http://arxiv.org/abs/1910.02876},
eprinttype = {arXiv},
eprint = {1910.02876},
timestamp = {Wed, 09 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-02876.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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