conftrace_

latent markov decision process

3 papers

Explore in graph

Also known as

LMDP

Co-occurring keywords · papers mentioning both

reinforcement learning (2) partially observed environment (1) exponential time hypothesis (1) episode-based learning (1) statistical threshold (1) separation condition (1) horizon length (1) variance analysis (1) latent mdp (1) coverage coefficient (1)

Papers

Near-Optimal Learning and Planning in Separated Latent MDPs COLT 2024 RL in Latent MDPs is Tractable: Online Guarantees via Off-Policy Evaluation NeurIPS 2024 Horizon-Free and Variance-Dependent Reinforcement Learning for Latent Markov Decision Processes ICML 2023