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reward learning

68 papers

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Co-occurring keywords

inverse reinforcement learning (205) reinforcement learning (4352) preference learning (418) human feedback (161) reward function (291) active learning (1301) imitation learning (744) reinforcement learning from human feedback (278) policy learning (702) robot manipulation (262)

Papers

Do we use the Right Measure? Challenges in Evaluating Reward Learning Algorithms CORL 2022
[CASPI] Causal-aware Safe Policy Improvement for Task-oriented Dialogue ACL 2022
Provably Feedback-Efficient Reinforcement Learning via Active Reward Learning NIPS 2022
Meta-Reward-Net: Implicitly Differentiable Reward Learning for Preference-based Reinforcement Learning NIPS 2022
Inferring Lexicographically-Ordered Rewards from Preferences AAAI 2022
Few-Shot Preference Learning for Human-in-the-Loop RL CORL 2022
Balancing Sample Efficiency and Suboptimality in Inverse Reinforcement Learning ICML 2022
Learning Generalizable Robotic Reward Functions from “In-The-Wild” Human Videos RSS 2021
Inverse Decision Modeling: Learning Interpretable Representations of Behavior ICML 2021
Reinforcement Learning of Implicit and Explicit Control Flow Instructions ICML 2021
Information Directed Reward Learning for Reinforcement Learning NIPS 2021
Robust Inverse Reinforcement Learning under Transition Dynamics Mismatch NIPS 2021
MURAL: Meta-Learning Uncertainty-Aware Rewards for Outcome-Driven Reinforcement Learning ICML 2021
Learning Multimodal Rewards from Rankings CORL 2021
Learning Reward Functions from Scale Feedback CORL 2021
Learning to Weight Imperfect Demonstrations ICML 2021
Learning Rewards From Linguistic Feedback AAAI 2021
PixL2R: Guiding Reinforcement Learning Using Natural Language by Mapping Pixels to Rewards CORL 2020
Learning Human Objectives by Evaluating Hypothetical Behavior ICML 2020
Reinforcing an Image Caption Generator Using Off-Line Human Feedback AAAI 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
Learning Guidance Rewards with Trajectory-space Smoothing NIPS 2020
Positive-Unlabeled Reward Learning CORL 2020
Learning Behaviors with Uncertain Human Feedback UAI 2020