conftrace_

transition kernel

6 papers

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Co-occurring keywords

robust markov decision process (29) ambiguity set (18) markov decision process (790) robust optimization (307) hardness measure (2) linear mixture mdp (13) adversarial reward (10) state embedding (5) markov process (25) bilevel programming (11)

Papers

Online MDP with Prototypes Information: A Robust Adaptive Approach AAAI 2025
Dynamic Regret of Adversarial Linear Mixture MDPs NIPS 2023
Adaptive Model Design for Markov Decision Process ICML 2022
Robust $\phi$-Divergence MDPs NIPS 2022
Learning low-dimensional state embeddings and metastable clusters from time series data NIPS 2019
How hard is my MDP?" The distribution-norm to the rescue" NIPS 2014