Marek Petrik
University of New Hampshire
H-index: 23
North America-United States
Top articles of Marek Petrik
On Dynamic Programming Decompositions of Static Risk Measures in Markov Decision Processes
Advances in Neural Information Processing Systems
2024/2/13
Erick Delage
H-Index: 15
Marek Petrik
H-Index: 14
Percentile Criterion Optimization in Offline Reinforcement Learning
Advances in Neural Information Processing Systems
2024/2/13
Reducing blackwell and average optimality to discounted mdps via the blackwell discount factor
Proceedings of the 36th Advances in Neural Information Processing Systems (NeurIPS 2023), 36:52628--52647 , 2023
2023/1/31
Marek Petrik
H-Index: 14
Beyond discounted returns: Robust Markov decision processes with average and Blackwell optimality
arXiv preprint arXiv:2312.03618
2023/12/6
Julien Grand-Clement
H-Index: 3
Marek Petrik
H-Index: 14
Non-adaptive Online Finetuning for Offline Reinforcement Learning
2023/12/4
Policy gradient in robust MDPs with global convergence guarantee
2023/7/3
Marek Petrik
H-Index: 14
Solving multi-model MDPs by coordinate ascent and dynamic programming
2023/7/2
Xihong Su
H-Index: 1
Marek Petrik
H-Index: 14
A Convex Relaxation Approach to Bayesian Regret Minimization in Offline Bandits
arXiv preprint arXiv:2306.01237
2023/6/2
Marek Petrik
H-Index: 14
Guy Tennenholtz
H-Index: 4
Salvage decision-making based on carbon following an eastern spruce budworm outbreak
Frontiers in Forests and Global Change
2023
Marek Petrik
H-Index: 14
On Dynamic Program Decompositions of Static Risk Measures
arXiv preprint arXiv:2304.12477
2023/4/24
Erick Delage
H-Index: 15
Marek Petrik
H-Index: 14
Entropic risk optimization in discounted MDPs
2023/4/11
Marek Petrik
H-Index: 14
Robust -Divergence MDPs
Advances in Neural Information Processing Systems
2022/12/6
Marek Petrik
H-Index: 14
Wolfram Wiesemann
H-Index: 21
On the convex formulations of robust Markov decision processes
arXiv preprint arXiv:2209.10187
2022/9/21
Marek Petrik
H-Index: 14
Rasr: Risk-averse soft-robust mdps with evar and entropic risk
arXiv preprint arXiv:2209.04067
2022/9/9
Marek Petrik
H-Index: 14
Data poisoning attacks on off-policy policy evaluation methods
2022/8/17
Behavior Policy Search for Risk Estimators in RL
2021/12/6
Fast Algorithms for -constrained S-rectangular Robust MDPs
Advances in Neural Information Processing Systems
2021/12/6
Bahram Behzadian
H-Index: 4
Marek Petrik
H-Index: 14
Robust behavior cloning with adversarial demonstration detection
2021/9/27
Mostafa Hussein
H-Index: 1
Madison Clark-Turner
H-Index: 2
Marek Petrik
H-Index: 14
Momotaz Begum
H-Index: 11
Spatially optimized distribution of household rainwater harvesting and greywater recycling systems
Journal of Cleaner Production
2021
Policy gradient bayesian robust optimization for imitation learning
2021/7/1
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