inverse reinforcement learning

Deep PQR: Solving Inverse Reinforcement Learning using Anchor Actions ICML 2020 Efficient Exploration of Reward Functions in Inverse Reinforcement Learning via Bayesian Optimization NeurIPS 2020 f-IRL: Inverse Reinforcement Learning via State Marginal Matching CoRL 2020 Generalized Hindsight for Reinforcement Learning NeurIPS 2020 GraphOpt: Learning Optimization Models of Graph Formation ICML 2020 Incorporating Failure Events in Agents’ Decision Making to Improve User Satisfaction IJCAI 2020 Intrinsic Reward Driven Imitation Learning via Generative Model ICML 2020 Inverse Reinforcement Learning for Team Sports: Valuing Actions and Players IJCAI 2020 Inverse Reinforcement Learning from a Gradient-based Learner NeurIPS 2020 Learning from Demonstrations using Signal Temporal Logic CoRL 2020 Learning from Suboptimal Demonstration via Self-Supervised Reward Regression CoRL 2020 Learning Human Objectives by Evaluating Hypothetical Behavior ICML 2020 Learning Navigation Costs from Demonstrations with Semantic Observations L4DC 2020 Learning Strategic Network Emergence Games NeurIPS 2020 Maximum Likelihood Constraint Inference for Inverse Reinforcement Learning ICLR 2020 Model-Based Inverse Reinforcement Learning from Visual Demonstrations CoRL 2020 Online Bayesian Goal Inference for Boundedly Rational Planning Agents NeurIPS 2020 Pitfalls of Learning a Reward Function Online IJCAI 2020 Pontryagin Differentiable Programming: An End-to-End Learning and Control Framework NeurIPS 2020 Predicting Goal-Directed Human Attention Using Inverse Reinforcement Learning CVPR 2020 Rationally Inattentive Inverse Reinforcement Learning Explains YouTube Commenting Behavior JMLR 2020 Rewriting History with Inverse RL: Hindsight Inference for Policy Improvement NeurIPS 2020 The Unreasonable Effectiveness of Inverse Reinforcement Learning in Advancing Cancer Research AAAI 2020 Truly Batch Model-Free Inverse Reinforcement Learning about Multiple Intentions AISTATS 2020 A Divergence Minimization Perspective on Imitation Learning Methods CoRL 2019