conftrace_

constrained markov decision process

56 papers

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Also known as

CMDP CONSTRAINED MDP

Co-occurring keywords

policy optimization (657) safe reinforcement learning (120) reinforcement learning (4352) sample complexity (1169) constrained mdp (15) regret bound (1926) safety constraint (69) constraint violation (39) policy gradient (520) primal-dual method (58)

Papers

Constrained Reinforcement Learning via Policy Splitting ACML 2020
Constrained Markov Decision Processes via Backward Value Functions ICML 2020
A Lyapunov-based Approach to Safe Reinforcement Learning NIPS 2018
Constrained Bayesian Reinforcement Learning via Approximate Linear Programming IJCAI 2017
Cost-Sensitive Exploration in Bayesian Reinforcement Learning NIPS 2012
A Geometric Approach to Multi-Criterion Reinforcement Learning JMLR 2004