conftrace_

inverse reinforcement learning

205 papers

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Also known as

IRL

Co-occurring keywords

reward function (291) imitation learning (744) policy learning (702) markov decision process (790) reward learning (68) multi-agent system (1819) bayesian inference (1907) maximum entropy (91) preference learning (418) expert demonstration (38)

Papers

Teaching Inverse Reinforcement Learners via Features and Demonstrations NIPS 2018
Learning Temporal Point Processes via Reinforcement Learning NIPS 2018
Where Do You Think You're Going?: Inferring Beliefs about Dynamics from Behavior NIPS 2018
Variational Inverse Control with Events: A General Framework for Data-Driven Reward Definition NIPS 2018
Occam's razor is insufficient to infer the preferences of irrational agents NIPS 2018
Simplifying Reward Design through Divide-and-Conquer RSS 2018
Preference Learning in Assistive Robotics: Observational Repeated Inverse Reinforcement Learning MLHC 2018
Enabling Robots to Communicate Their Objectives RSS 2017
Multi-Agent Systems of Inverse Reinforcement Learners in Complex Games IJCAI 2017
Repeated Inverse Reinforcement Learning NIPS 2017
Compatible Reward Inverse Reinforcement Learning NIPS 2017
Risk-sensitive Inverse Reinforcement Learning via Coherent Risk Models RSS 2017
Inverse Reward Design NIPS 2017
Reinforcement Learning with a Corrupted Reward Channel IJCAI 2017
Active Preference-Based Learning of Reward Functions RSS 2017
Planning for Autonomous Cars that Leverage Effects on Human Actions RSS 2016
Showing versus doing: Teaching by demonstration NIPS 2016
Cooperative Inverse Reinforcement Learning NIPS 2016
Inverse Reinforcement Learning with Simultaneous Estimation of Rewards and Dynamics AISTATS 2016
Generative Adversarial Imitation Learning NIPS 2016
Inverse Reinforcement Learning with Locally Consistent Reward Functions NIPS 2015
Inverse Reinforcement Learning through Structured Classification NIPS 2012
Formalizing Assistive Teleoperation RSS 2012
Nonparametric Bayesian Inverse Reinforcement Learning for Multiple Reward Functions NIPS 2012
Relative Entropy Inverse Reinforcement Learning AISTATS 2011