Marek Petrik

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

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Venues

AAAI ×2 ICML ×2 AISTATS ×1 NeurIPS ×1

Frequent coauthors

Jia Lin Hau

×2

Mohammad Ghavamzadeh

×2

Xihong Su

×2

Keith Badger

×1

Jefferson Huang

×1

Qiuhao Wang

×1

Yuqi Zha

×1

Chin Pang Ho

×1

Erick Delage

×1

Esther Derman

×1

Gersi Doko

×1

Kishan Panaganti

×1

Papers

Convergence of Fast Policy Iteration in Markov Games and Robust MDPs
AAAI 2026 ·
Keith Badger
,
Jefferson Huang
, Marek Petrik
Provable Policy Gradient for Robust Average-Reward MDPs Beyond Rectangularity
ICML 2025 ·
Qiuhao Wang
,
Yuqi Zha
,
Chin Pang Ho
, Marek Petrik
Q-learning for Quantile MDPs: A Decomposition, Performance, and Convergence Analysis
AISTATS 2025 ·
Jia Lin Hau
,
Erick Delage
,
Esther Derman
,
Mohammad Ghavamzadeh
, Marek Petrik
Risk-Averse Total-Reward Reinforcement Learning
NeurIPS 2025 ·
Xihong Su
,
Jia Lin Hau
,
Gersi Doko
,
Kishan Panaganti
, Marek Petrik
Risk-averse Total-reward MDPs with ERM and EVaR
AAAI 2025 ·
Xihong Su
, Marek Petrik,
Julien Grand-Clément
Bayesian Regret Minimization in Offline Bandits
ICML 2024 · Marek Petrik,
Guy Tennenholtz
,
Mohammad Ghavamzadeh