Michael Gimelfarb
According to our database1,
Michael Gimelfarb
authored at least 15 papers
between 2018 and 2024.
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Bibliography
2024
Constraint-Generation Policy Optimization (CGPO): Nonlinear Programming for Policy Optimization in Mixed Discrete-Continuous MDPs.
CoRR, 2024
JaxPlan and GurobiPlan: Optimization Baselines for Replanning in Discrete and Mixed Discrete-Continuous Probabilistic Domains.
Proceedings of the Thirty-Fourth International Conference on Automated Planning and Scheduling, 2024
2023
Thompson Sampling for Parameterized Markov Decision Processes with Uninformative Actions.
CoRR, 2023
Proceedings of the Eleventh International Conference on Learning Representations, 2023
2022
A Distributional Framework for Risk-Sensitive End-to-End Planning in Continuous MDPs.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
2021
CoRR, 2021
Contextual policy transfer in reinforcement learning domains via deep mixtures-of-experts.
Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial Intelligence, 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021
2020
ε-BMC: A Bayesian Ensemble Approach to Epsilon-Greedy Exploration in Model-Free Reinforcement Learning.
CoRR, 2020
2019
Epsilon-BMC: A Bayesian Ensemble Approach to Epsilon-Greedy Exploration in Model-Free Reinforcement Learning.
Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial Intelligence, 2019
2018
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018