conftrace_

policy improvement

67 papers

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Co-occurring keywords

reinforcement learning (4352) offline reinforcement learning (492) policy optimization (657) value function (295) policy iteration (99) markov decision process (790) policy learning (702) sample efficiency (472) off-policy learning (228) safe reinforcement learning (120)

Papers

Safe and Sample-Efficient Reinforcement Learning Algorithms for Factored Environments IJCAI 2019
Multiple-Step Greedy Policies in Approximate and Online Reinforcement Learning NIPS 2018
Exponentially Weighted Imitation Learning for Batched Historical Data NIPS 2018
Improving Multi-Robot Behavior Using Learning-Based Receding Horizon Task Allocation RSS 2018
Transfer in Deep Reinforcement Learning Using Successor Features and Generalised Policy Improvement ICML 2018
Beyond the One-Step Greedy Approach in Reinforcement Learning ICML 2018
Successor Features for Transfer in Reinforcement Learning NIPS 2017
Multi-Agent Planning with Baseline Regret Minimization IJCAI 2017
A Fast and Reliable Policy Improvement Algorithm AISTATS 2016
Hierarchical Decision Making In Electricity Grid Management ICML 2016
High Confidence Policy Improvement ICML 2015
Safe Policy Iteration ICML 2013
Variable Impedance Control - A Reinforcement Learning Approach RSS 2010
Linear Complementarity for Regularized Policy Evaluation and Improvement NIPS 2010
Learning Policy Improvements with Path Integrals AISTATS 2010
A Generalized Path Integral Control Approach to Reinforcement Learning JMLR 2010
Fitted Q-iteration by Advantage Weighted Regression NIPS 2008