Marek Petrik
University of New Hampshire
H-index: 23
North America-United States
Top articles of Marek Petrik
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
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 | Julien Grand-Clément Marek Petrik | 2023/1/31 |
On Dynamic Programming Decompositions of Static Risk Measures in Markov Decision Processes | Advances in Neural Information Processing Systems | Jia Lin Hau Erick Delage Mohammad Ghavamzadeh Marek Petrik | 2024/2/13 |
Percentile Criterion Optimization in Offline Reinforcement Learning | Advances in Neural Information Processing Systems | Cyrus Cousins Elita Lobo Marek Petrik Yair Zick | 2024/2/13 |
A Convex Relaxation Approach to Bayesian Regret Minimization in Offline Bandits | arXiv preprint arXiv:2306.01237 | Mohammad Ghavamzadeh Marek Petrik Guy Tennenholtz | 2023/6/2 |
Salvage decision-making based on carbon following an eastern spruce budworm outbreak | Frontiers in Forests and Global Change | Lisa N Scott Sean M Smith John S Gunn Marek Petrik Mark J Ducey | 2023 |
Beyond discounted returns: Robust Markov decision processes with average and Blackwell optimality | arXiv preprint arXiv:2312.03618 | Julien Grand-Clement Marek Petrik Nicolas Vieille | 2023/12/6 |
Non-adaptive Online Finetuning for Offline Reinforcement Learning | Audrey Huang Mohammad Ghavamzadeh Nan Jiang Marek Petrik | 2023/12/4 | |
On Dynamic Program Decompositions of Static Risk Measures | arXiv preprint arXiv:2304.12477 | Jia Lin Hau Erick Delage Mohammad Ghavamzadeh Marek Petrik | 2023/4/24 |
Policy gradient in robust MDPs with global convergence guarantee | Qiuhao Wang Chin Pang Ho Marek Petrik | 2023/7/3 | |
Entropic risk optimization in discounted MDPs | Jia Lin Hau Marek Petrik Mohammad Ghavamzadeh | 2023/4/11 | |
Solving multi-model MDPs by coordinate ascent and dynamic programming | Xihong Su Marek Petrik | 2023/7/2 | |
On the convex formulations of robust Markov decision processes | arXiv preprint arXiv:2209.10187 | Julien Grand-Clément Marek Petrik | 2022/9/21 |
Rasr: Risk-averse soft-robust mdps with evar and entropic risk | arXiv preprint arXiv:2209.04067 | Jia Lin Hau Marek Petrik Mohammad Ghavamzadeh Reazul Russel | 2022/9/9 |
Data poisoning attacks on off-policy policy evaluation methods | Elita Lobo Harvineet Singh Marek Petrik Cynthia Rudin Himabindu Lakkaraju | 2022/8/17 | |
Robust -Divergence MDPs | Advances in Neural Information Processing Systems | Chin Pang Ho Marek Petrik Wolfram Wiesemann | 2022/12/6 |
Metareasoning for Heuristic Search Using Uncertainty | Tianyi Gu | 2021 | |
Robust behavior cloning with adversarial demonstration detection | Mostafa Hussein Brendan Crowe Madison Clark-Turner Paul Gesel Marek Petrik | 2021/9/27 | |
Partial policy iteration for l1-robust markov decision processes | Journal of Machine Learning Research | Chin Pang Ho Marek Petrik Wolfram Wiesemann | 2021 |
Spatially optimized distribution of household rainwater harvesting and greywater recycling systems | Journal of Cleaner Production | Shannon Stang Masoumeh Khalkhali Marek Petrik Michael Palace Zhongming Lu | 2021 |
Policy gradient bayesian robust optimization for imitation learning | Zaynah Javed Daniel S Brown Satvik Sharma Jerry Zhu Ashwin Balakrishna | 2021/7/1 |
Co-Authors
