conftrace_

factored markov decision process

7 papers

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Also known as

FMDP

Co-occurring keywords

markov decision process (790) structure learning (341) reinforcement learning (4352) generative simulation (1) simulation code generation (1) zero-shot transfer (231) factorized representation (8) robotics task (7) query strategy (38) safe planning (11)

Papers

Formally Verified Approximate Policy Iteration AAAI 2025
FactorSim: Generative Simulation via Factorized Representation NIPS 2024
Oracle-Efficient Regret Minimization in Factored MDPs with Unknown Structure NIPS 2021
Task Scoping for Efficient Planning in Open Worlds (Student Abstract) AAAI 2020
Reinforcement Learning in Factored MDPs: Oracle-Efficient Algorithms and Tighter Regret Bounds for the Non-Episodic Setting NIPS 2020
Structure Learning for Safe Policy Improvement IJCAI 2019
Minimax-Regret Querying on Side Effects for Safe Optimality in Factored Markov Decision Processes IJCAI 2018