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Marek Petrik

6 papers at tracked venues · 5 at CORE A* · active 2024–2026

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Venues

AAAI ×2ICML ×2AISTATS ×1NeurIPS ×1

Frequent coauthors

Xihong Su
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×2
Keith Badger
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×1
Qiuhao Wang
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×1
Jia Lin Hau
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×1

Papers

  1. Convergence of Fast Policy Iteration in Markov Games and Robust MDPs
    AAAI 2026 ·
    Keith Badger
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  2. Provable Policy Gradient for Robust Average-Reward MDPs Beyond Rectangularity
    ICML 2025 ·
    Qiuhao Wang
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  3. Q-learning for Quantile MDPs: A Decomposition, Performance, and Convergence Analysis
    AISTATS 2025 ·
    Jia Lin Hau
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  4. Risk-Averse Total-Reward Reinforcement Learning
    NeurIPS 2025 ·
    Xihong Su
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  5. Risk-averse Total-reward MDPs with ERM and EVaR
    AAAI 2025 ·
    Xihong Su
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  6. Bayesian Regret Minimization in Offline Bandits
    ICML 2024 · Marek Petrik