Michael Gimelfarb
University of Toronto
H-index: 5
North America-Canada
Top articles of Michael Gimelfarb
The 2023 International Planning Competition
2024/4/5
Constraint-Generation Policy Optimization (CGPO): Nonlinear Programming for Policy Optimization in Mixed Discrete-Continuous MDPs
arXiv preprint arXiv:2401.12243
2024/1/20
Thompson Sampling for Parameterized Markov Decision Processes with Uninformative Actions
arXiv preprint arXiv:2305.07844
2023/5/13
Michael Gimelfarb
H-Index: 1
Who Should I Trust?: Uncertainty and Risk for Knowledge Transfer from Multiple Sources in Reinforcement Learning Domains
2023
Michael Gimelfarb
H-Index: 1
Conservative Bayesian Model-Based Value Expansion for Offline Policy Optimization
arXiv preprint arXiv:2210.03802
2022/10/7
pyrddlgym: From rddl to gym environments
arXiv preprint arXiv:2211.05939
2022/11/11
Ayal Taitler
H-Index: 3
Michael Gimelfarb
H-Index: 1
Jihwan Jeong
H-Index: 2
Sriram Gopalakrishnan
H-Index: 0
Scott Sanner
H-Index: 26
A Distributional Framework for Risk-Sensitive End-to-End Planning in Continuous MDPs
Proceedings of the AAAI Conference on Artificial Intelligence
2022/6/28
End-to-End Risk-Aware Planning by Gradient Descent
2021
Risk-Aware Transfer in Reinforcement Learning using Successor Features
Advances in Neural Information Processing Systems
2021/12/6
Bayesian Experience Reuse for Learning from Multiple Demonstrators
arXiv preprint arXiv:2006.05725
2020/6/10
Contextual policy transfer in reinforcement learning domains via deep mixtures-of-experts
2021/12/1
Co-Authors
