reward model

Dueling RL: Reinforcement Learning with Trajectory Preferences AISTATS 2023 Enhancing Generative Retrieval with Reinforcement Learning from Relevance Feedback EMNLP 2023 e-THERAPIST: I suggest you to cultivate a mindset of positivity and nurture uplifting thoughts EMNLP 2023 Fine-Grained Human Feedback Gives Better Rewards for Language Model Training NeurIPS 2023 Flexible and Efficient Contextual Bandits with Heterogeneous Treatment Effect Oracles AISTATS 2023 HuatuoGPT, Towards Taming Language Model to Be a Doctor EMNLP 2023 ImageReward: Learning and Evaluating Human Preferences for Text-to-Image Generation NeurIPS 2023 Loose lips sink ships: Mitigating Length Bias in Reinforcement Learning from Human Feedback EMNLP 2023 Principled Reinforcement Learning with Human Feedback from Pairwise or K-wise Comparisons ICML 2023 Reward-Augmented Decoding: Efficient Controlled Text Generation With a Unidirectional Reward Model EMNLP 2023 RRHF: Rank Responses to Align Language Models with Human Feedback NeurIPS 2023 Scaling Laws for Reward Model Overoptimization ICML 2023 Sequential Preference Ranking for Efficient Reinforcement Learning from Human Feedback NeurIPS 2023 Fine-tuning language models to find agreement among humans with diverse preferences NeurIPS 2022 Make The Most of Prior Data: A Solution for Interactive Text Summarization with Preference Feedback NAACL 2022 Reward Uncertainty for Exploration in Preference-based Reinforcement Learning ICLR 2022 Training language models to follow instructions with human feedback NeurIPS 2022 Imitation by Predicting Observations ICML 2021 PEBBLE: Feedback-Efficient Interactive Reinforcement Learning via Relabeling Experience and Unsupervised Pre-training ICML 2021 Guided Dialogue Policy Learning without Adversarial Learning in the Loop EMNLP 2020 Learning Human Objectives by Evaluating Hypothetical Behavior ICML 2020 Positive-Unlabeled Reward Learning CoRL 2020 RL-Duet: Online Music Accompaniment Generation Using Deep Reinforcement Learning AAAI 2020 Dialogue Generation: From Imitation Learning to Inverse Reinforcement Learning AAAI 2019 Learning to Understand Goal Specifications by Modelling Reward ICLR 2019