reward learning

Learning Multimodal Rewards from Rankings CoRL 2021 Learning Reward Functions from Scale Feedback CoRL 2021 Learning Rewards From Linguistic Feedback AAAI 2021 Learning to Weight Imperfect Demonstrations ICML 2021 MURAL: Meta-Learning Uncertainty-Aware Rewards for Outcome-Driven Reinforcement Learning ICML 2021 Reinforcement Learning of Implicit and Explicit Control Flow Instructions ICML 2021 Robust Inverse Reinforcement Learning under Transition Dynamics Mismatch NeurIPS 2021 Active Preference-Based Gaussian Process Regression for Reward Learning RSS 2020 Learning Behaviors with Uncertain Human Feedback UAI 2020 Learning from Suboptimal Demonstration via Self-Supervised Reward Regression CoRL 2020 Learning Guidance Rewards with Trajectory-space Smoothing NeurIPS 2020 Learning Human Objectives by Evaluating Hypothetical Behavior ICML 2020 PixL2R: Guiding Reinforcement Learning Using Natural Language by Mapping Pixels to Rewards CoRL 2020 Positive-Unlabeled Reward Learning CoRL 2020 Reinforcing an Image Caption Generator Using Off-Line Human Feedback AAAI 2020 Reward-rational (implicit) choice: A unifying formalism for reward learning NeurIPS 2020 Scaling data-driven robotics with reward sketching and batch reinforcement learning RSS 2020 Semi-Supervised Dialogue Policy Learning via Stochastic Reward Estimation ACL 2020 What Is It You Really Want of Me? Generalized Reward Learning with Biased Beliefs about Domain Dynamics AAAI 2020 Asking Easy Questions: A User-Friendly Approach to Active Reward Learning CoRL 2019 Better Rewards Yield Better Summaries: Learning to Summarise Without References EMNLP 2019 Extrapolating Beyond Suboptimal Demonstrations via Inverse Reinforcement Learning from Observations ICML 2019 From Language to Goals: Inverse Reinforcement Learning for Vision-Based Instruction Following ICLR 2019 Learning Reward Functions by Integrating Human Demonstrations and Preferences RSS 2019 Reward Learning for Efficient Reinforcement Learning in Extractive Document Summarisation IJCAI 2019