conftrace_

factored mdp

11 papers

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Co-occurring keywords

reinforcement learning (4352) markov decision process (790) regret bound (1926) function approximation (319) convex optimization (1321) state abstraction (57) linear value function (6) task and motion planning (28) state interdiction (1) bayesian interdiction (1)

Papers

Polynomial Time Reinforcement Learning in Factored State MDPs with Linear Value Functions AISTATS 2022
Factored Adaptation for Non-Stationary Reinforcement Learning NIPS 2022
Towards Minimax Optimal Reinforcement Learning in Factored Markov Decision Processes NIPS 2020
CAMPs: Learning Context-Specific Abstractions for Efficient Planning in Factored MDPs CORL 2020
Model-based RL in Contextual Decision Processes: PAC bounds and Exponential Improvements over Model-free Approaches COLT 2019
Learning Factored Markov Decision Processes with Unawareness UAI 2019
Scalable Initial State Interdiction for Factored MDPs IJCAI 2018
Near-optimal Reinforcement Learning in Factored MDPs NIPS 2014
Symbolic Opportunistic Policy Iteration for Factored-Action MDPs NIPS 2013
Efficient Offline Communication Policies for Factored Multiagent POMDPs NIPS 2011
Causal Graph Based Decomposition of Factored MDPs JMLR 2006