conftrace_

policy learning

702 papers

Explore in graph

Co-occurring keywords

reinforcement learning (4352) imitation learning (744) deep reinforcement learning (903) offline reinforcement learning (492) policy optimization (657) reward function (291) multi-agent system (1819) inverse reinforcement learning (205) markov decision process (790) robot manipulation (262)

Papers

Preparing for the Unknown: Learning a Universal Policy with Online System Identification RSS 2017
ELF: An Extensive, Lightweight and Flexible Research Platform for Real-time Strategy Games NIPS 2017
Learning Conversational Systems that Interleave Task and Non-Task Content IJCAI 2017
Smooth Imitation Learning for Online Sequence Prediction ICML 2016
Combined Optimization and Reinforcement Learning for Manipulation Skills RSS 2016
Generative Adversarial Imitation Learning NIPS 2016
Bounded Off-Policy Evaluation with Missing Data for Course Recommendation and Curriculum Design ICML 2016
Reinforcement Learning for Visual Object Detection CVPR 2016
Batch Learning from Logged Bandit Feedback through Counterfactual Risk Minimization JMLR 2015
Inverse Reinforcement Learning with Locally Consistent Reward Functions NIPS 2015
Counterfactual Risk Minimization: Learning from Logged Bandit Feedback ICML 2015
Reinforcement learning with value advice ACML 2014
Scaling Up Approximate Value Iteration with Options: Better Policies with Fewer Iterations ICML 2014
Multi-Objective Reinforcement Learning using Sets of Pareto Dominating Policies JMLR 2014
Universal Option Models NIPS 2014
Active Reward Learning RSS 2014
Maximum Mean Discrepancy Imitation Learning RSS 2013
Approximate Dynamic Programming Finally Performs Well in the Game of Tetris NIPS 2013
EPMC: Every Visit Preference Monte Carlo for Reinforcement Learning ACML 2013
Contextual Bandit Learning with Predictable Rewards AISTATS 2012
On Stochastic Optimal Control and Reinforcement Learning by Approximate Inference RSS 2012
On-line Reinforcement Learning Using Incremental Kernel-Based Stochastic Factorization NIPS 2012
Bayesian Hierarchical Reinforcement Learning NIPS 2012
Algorithms for Learning Markov Field Policies NIPS 2012
A Bayesian Approach for Policy Learning from Trajectory Preference Queries NIPS 2012