Igor Gilitschenski

Name: dblp XML data dump
Creator: Schloss Dagstuhl - Leibniz Center for Informatics
Published: 1993
License: https://creativecommons.org/publicdomain/zero/1.0/
Keywords: dblp, XML, computer science, scholarly publications, metadata

◀ ▶ joint publications with Amir-massoud Farahmand

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Publications

2025
[c80]
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Claas Voelcker, Marcel Hussing, Eric Eaton, Amir-massoud Farahmand, Igor Gilitschenski:
MAD-TD: Model-Augmented Data stabilizes High Update Ratio RL. ICLR 2025
[c79]
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Claas Voelcker, Anastasiia Pedan, Arash Ahmadian, Romina Abachi, Igor Gilitschenski, Amir-massoud Farahmand:
Calibrated Value-Aware Model Learning with Probabilistic Environment Models. ICML 2025
[i80]
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  - journals/corr/abs-2505-22772
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Claas Voelcker, Anastasiia Pedan, Arash Ahmadian, Romina Abachi, Igor Gilitschenski, Amir-massoud Farahmand:
Calibrated Value-Aware Model Learning with Stochastic Environment Models. CoRR abs/2505.22772 (2025)
[i73]
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  - journals/corr/abs-2507-11019
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Claas Voelcker, Axel Brunnbauer, Marcel Hussing, Michal Nauman, Pieter Abbeel, Eric Eaton, Radu Grosu, Amir-massoud Farahmand, Igor Gilitschenski:
Relative Entropy Pathwise Policy Optimization. CoRR abs/2507.11019 (2025)
2024
[j22]
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Marcel Hussing, Claas Voelcker, Igor Gilitschenski, Amir-massoud Farahmand, Eric Eaton:
Dissecting Deep RL with High Update Ratios: Combatting Value Divergence. RLJ 2: 995-1018 (2024)
[j21]
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Claas Voelcker, Tyler Kastner, Igor Gilitschenski, Amir-massoud Farahmand:
When does Self-Prediction help? Understanding Auxiliary Tasks in Reinforcement Learning. RLJ 4: 1567-1597 (2024)
[i63]
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  - journals/corr/abs-2403-05996
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Marcel Hussing, Claas Voelcker, Igor Gilitschenski, Amir-massoud Farahmand, Eric Eaton:
Dissecting Deep RL with High Update Ratios: Combatting Value Overestimation and Divergence. CoRR abs/2403.05996 (2024)
[i57]
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  - journals/corr/abs-2406-17718
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Claas Voelcker, Tyler Kastner, Igor Gilitschenski, Amir-massoud Farahmand:
When does Self-Prediction help? Understanding Auxiliary Tasks in Reinforcement Learning. CoRR abs/2406.17718 (2024)
[i53]
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  - journals/corr/abs-2410-08896
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Claas Völcker, Marcel Hussing, Eric Eaton, Amir-massoud Farahmand, Igor Gilitschenski:
MAD-TD: Model-Augmented Data stabilizes High Update Ratio RL. CoRR abs/2410.08896 (2024)
2023
[i38]
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  - journals/corr/abs-2306-17366
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Claas Voelcker, Arash Ahmadian, Romina Abachi, Igor Gilitschenski, Amir-massoud Farahmand:
λ-AC: Learning latent decision-aware models for reinforcement learning in continuous state-spaces. CoRR abs/2306.17366 (2023)

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