conftrace_

transition kernel

11 papers

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Co-occurring keywords · papers mentioning both

reinforcement learning (3) robust markov decision process (2) linear mixture mdp (2) adversarial reward (2) markov process (2) ambiguity set (2) regret bound (2) markov decision process (2) markov chain monte carlo (2) sample complexity (2)

Papers

Beyond Self-Repellent Kernels: History-Driven Target Towards Efficient Nonlinear MCMC on General Graphs ICML 2025 Efficient Duple Perturbation Robustness in Low-rank MDPs L4DC 2025 Online MDP with Prototypes Information: A Robust Adaptive Approach AAAI 2025 Achieving Sample and Computational Efficient Reinforcement Learning by Action Space Reduction via Grouping ICLR 2024 Horizon-free Reinforcement Learning in Adversarial Linear Mixture MDPs ICLR 2024 Dynamic Regret of Adversarial Linear Mixture MDPs NeurIPS 2023 Adaptive Model Design for Markov Decision Process ICML 2022 Robust φ-Divergence MDPs NeurIPS 2022 Learning low-dimensional state embeddings and metastable clusters from time series data NeurIPS 2019 A Complete Recipe for Stochastic Gradient MCMC NeurIPS 2015 How hard is my MDP?" The distribution-norm to the rescue" NeurIPS 2014