conftrace_

factored markov decision process

10 papers

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Also known as

FMDP

Co-occurring keywords · papers mentioning both

reinforcement learning (4) regret bound (3) markov decision process (3) sample complexity (3) factored mdp (2) structure learning (2) safe planning (1) side effect (1) open-world environment (1) safe policy improvement (1)

Papers

Formally Verified Approximate Policy Iteration AAAI 2025 FactorSim: Generative Simulation via Factorized Representation NeurIPS 2024 Efficient Reinforcement Learning in Factored MDPs with Application to Constrained RL ICLR 2021 Oracle-Efficient Regret Minimization in Factored MDPs with Unknown Structure NeurIPS 2021 Reinforcement Learning in Factored MDPs: Oracle-Efficient Algorithms and Tighter Regret Bounds for the Non-Episodic Setting NeurIPS 2020 Task Scoping for Efficient Planning in Open Worlds (Student Abstract) AAAI 2020 Model-based RL in Contextual Decision Processes: PAC bounds and Exponential Improvements over Model-free Approaches COLT 2019 Structure Learning for Safe Policy Improvement IJCAI 2019 Minimax-Regret Querying on Side Effects for Safe Optimality in Factored Markov Decision Processes IJCAI 2018 Near-optimal Reinforcement Learning in Factored MDPs NeurIPS 2014