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

On the Feasibility of Learning, Rather than Assuming, Human Biases for Reward Inference ICML 2019
Learning from a Learner ICML 2019
Extrapolating Beyond Suboptimal Demonstrations via Inverse Reinforcement Learning from Observations ICML 2019
Better-than-Demonstrator Imitation Learning via Automatically-Ranked Demonstrations CORL 2019
Non-Cooperative Inverse Reinforcement Learning NIPS 2019
Teaching AI Agents Ethical Values Using Reinforcement Learning and Policy Orchestration IJCAI 2019
Interactive Teaching Algorithms for Inverse Reinforcement Learning IJCAI 2019
IRLAS: Inverse Reinforcement Learning for Architecture Search CVPR 2019
Guided Dialog Policy Learning: Reward Estimation for Multi-Domain Task-Oriented Dialog EMNLP 2019
Exploring Computational User Models for Agent Policy Summarization IJCAI 2019
A Divergence Minimization Perspective on Imitation Learning Methods CORL 2019
Large Scale Learning of Agent Rationality in Two-Player Zero-Sum Games AAAI 2019
Inferring Task Goals and Constraints using Bayesian Nonparametric Inverse Reinforcement Learning CORL 2019
Machine Teaching for Inverse Reinforcement Learning: Algorithms and Applications AAAI 2019
Dialogue Generation: From Imitation Learning to Inverse Reinforcement Learning AAAI 2019
Model-Free IRL Using Maximum Likelihood Estimation AAAI 2019
Risk-Aware Active Inverse Reinforcement Learning CORL 2018
Multi-Agent Generative Adversarial Imitation Learning NIPS 2018
Paraphrase Generation with Deep Reinforcement Learning EMNLP 2018
Competitive Multi-agent Inverse Reinforcement Learning with Sub-optimal Demonstrations ICML 2018
Learning under Misspecified Objective Spaces CORL 2018
Toward Diverse Text Generation with Inverse Reinforcement Learning IJCAI 2018
Inverse Reinforcement Learning via Nonparametric Spatio-Temporal Subgoal Modeling JMLR 2018
Integrating kinematics and environment context into deep inverse reinforcement learning for predicting off-road vehicle trajectories CORL 2018
Lifelong Inverse Reinforcement Learning NIPS 2018