conftrace_

preference-based learning

16 papers

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Also known as

PBL

Co-occurring keywords

preference learning (418) reinforcement learning (4352) active learning (1301) large language model (13587) reward model (276) language model (4599) human feedback (161) reward learning (68) reward function (291) inverse reinforcement learning (205)

Papers

ORSO QGen: Odds-Ratio Steerable Optimization for Controlling Question Generation EACL 2026
LEAF: Learning and Evaluation Augmented by Fact-Checking to Improve Factualness in Large Language Models EMNLP 2025
In-Dataset Trajectory Return Regularization for Offline Preference-based Reinforcement Learning AAAI 2025
Multi-Stage LLM Fine-Tuning with a Continual Learning Setting NAACL 2025
REBEL: Reinforcement Learning via Regressing Relative Rewards NIPS 2024
Rating-Based Reinforcement Learning AAAI 2024
Unpacking DPO and PPO: Disentangling Best Practices for Learning from Preference Feedback NIPS 2024
Is RLHF More Difficult than Standard RL? A Theoretical Perspective NIPS 2023
Beyond Reward: Offline Preference-guided Policy Optimization ICML 2023
Imitation Learning from Vague Feedback NIPS 2023
Safety-Aware Preference-Based Learning for Safety-Critical Control L4DC 2022
Adaptive Teaching of Temporal Logic Formulas to Preference-based Learners AAAI 2021
Dueling Posterior Sampling for Preference-Based Reinforcement Learning UAI 2020
Active Preference-Based Gaussian Process Regression for Reward Learning RSS 2020
Learning Reward Functions by Integrating Human Demonstrations and Preferences RSS 2019
Task Transfer by Preference-Based Cost Learning AAAI 2019