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preference learning

411 papers

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Also known as

DPO PL

Co-occurring keywords

large language model (12755) reinforcement learning (4122) direct preference optimization (317) reinforcement learning from human feedback (261) language model alignment (142) reward model (251) human feedback (161) reward modeling (159) model alignment (219) human preference (120)

Papers

Learning Strategies in Decentralized Matching Markets under Uncertain Preferences JMLR 2021
As You Like It: Localization via Paired Comparisons JMLR 2021
Accommodating Picky Customers: Regret Bound and Exploration Complexity for Multi-Objective Reinforcement Learning NIPS 2021
Learning Reward Functions from Scale Feedback CORL 2021
“It doesn’t look good for a date”: Transforming Critiques into Preferences for Conversational Recommendation Systems EMNLP 2021
PreferenceNet: Encoding Human Preferences in Auction Design with Deep Learning NIPS 2021
Personalizing Individual Comfort in the Group Setting AAAI 2021
On The Structure of Parametric Tournaments with Application to Ranking from Pairwise Comparisons NIPS 2021
Optimal Algorithms for Stochastic Contextual Preference Bandits NIPS 2021
Learning Multimodal Rewards from Rankings CORL 2021
Skill Preferences: Learning to Extract and Execute Robotic Skills from Human Feedback CORL 2021
My House, My Rules: Learning Tidying Preferences with Graph Neural Networks CORL 2021
Uncertain Decisions Facilitate Better Preference Learning NIPS 2021
A Constrained Multi-Objective Reinforcement Learning Framework CORL 2021
Top-k Ranking Bayesian Optimization AAAI 2021
Competing Bandits in Matching Markets AISTATS 2020
Would you Rather? A New Benchmark for Learning Machine Alignment with Cultural Values and Social Preferences ACL 2020
Learning Long- and Short-Term User Literal-Preference with Multimodal Hierarchical Transformer Network for Personalized Image Caption AAAI 2020
Learning Hierarchical Task Networks with Preferences from Unannotated Demonstrations CORL 2020
Predicting Choice with Set-Dependent Aggregation ICML 2020
Learning Human Objectives by Evaluating Hypothetical Behavior ICML 2020
Learning to summarize with human feedback NIPS 2020
Multi-attribute Bayesian optimization with interactive preference learning AISTATS 2020
Reward-rational (implicit) choice: A unifying formalism for reward learning NIPS 2020
Preference-based Reinforcement Learning with Finite-Time Guarantees NIPS 2020