conftrace_

batch reinforcement learning

32 papers

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Also known as

BRL BATCH RL

Co-occurring keywords

value function approximation (100) policy optimization (657) markov decision process (790) offline reinforcement learning (492) reinforcement learning (4352) off-policy learning (228) policy improvement (67) safe policy improvement (15) fitted q-iteration (14) batch learning (30)

Papers

Batch Policy Learning under Constraints ICML 2019
Importance Weighted Transfer of Samples in Reinforcement Learning ICML 2018
Learning Nash Equilibrium for General-Sum Markov Games from Batch Data AISTATS 2017
Shallow Updates for Deep Reinforcement Learning NIPS 2017
High Confidence Policy Improvement ICML 2015
PAC-Bayesian Model Selection for Reinforcement Learning NIPS 2010
Fitted Q-iteration in continuous action-space MDPs NIPS 2007