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reward function learning

13 papers

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Co-occurring keywords

reward function (291) reinforcement learning (4352) inverse reinforcement learning (205) intrinsic reward (71) human feedback (161) reinforcement learning from human feedback (278) active learning (1301) ai alignment (28) social choice theory (28) unlabeled datum (120)

Papers

DUO: Diverse, Uncertain, On-Policy Query Generation and Selection for Reinforcement Learning from Human Feedback AAAI 2025
Axioms for AI Alignment from Human Feedback NIPS 2024
HIVE: Harnessing Human Feedback for Instructional Visual Editing CVPR 2024
Learning true objectives: Linear algebraic characterizations of identifiability in inverse reinforcement learning L4DC 2024
Misspecification in Inverse Reinforcement Learning AAAI 2023
How Helpful is Inverse Reinforcement Learning for Table-to-Text Generation? ACL 2021
Outcome-Driven Reinforcement Learning via Variational Inference NIPS 2021
What Can Learned Intrinsic Rewards Capture? ICML 2020
Incorporating Failure Events in Agents’ Decision Making to Improve User Satisfaction IJCAI 2020
How Should an Agent Practice? AAAI 2020
Better Rewards Yield Better Summaries: Learning to Summarise Without References IJCNLP 2019
Machine Teaching for Inverse Reinforcement Learning: Algorithms and Applications AAAI 2019
Sequence Prediction with Unlabeled Data by Reward Function Learning IJCAI 2017