Summary of A Theoretical Framework For Partially Observed Reward-states in Rlhf, by Chinmaya Kausik et al.
A Theoretical Framework for Partially Observed Reward-States in RLHFby Chinmaya Kausik, Mirco Mutti, Aldo Pacchiano,…
Summary of Brain: Bayesian Reward-conditioned Amortized Inference For Natural Language Generation From Feedback, by Gaurav Pandey et al.
BRAIn: Bayesian Reward-conditioned Amortized Inference for natural language generation from feedbackby Gaurav Pandey, Yatin Nandwani,…
Summary of Dense Reward For Free in Reinforcement Learning From Human Feedback, by Alex J. Chan et al.
Dense Reward for Free in Reinforcement Learning from Human Feedbackby Alex J. Chan, Hao Sun,…
Summary of Improving Reinforcement Learning From Human Feedback with Efficient Reward Model Ensemble, by Shun Zhang et al.
Improving Reinforcement Learning from Human Feedback with Efficient Reward Model Ensembleby Shun Zhang, Zhenfang Chen,…
Summary of Iterative Data Smoothing: Mitigating Reward Overfitting and Overoptimization in Rlhf, by Banghua Zhu et al.
Iterative Data Smoothing: Mitigating Reward Overfitting and Overoptimization in RLHFby Banghua Zhu, Michael I. Jordan,…
Summary of Secrets Of Rlhf in Large Language Models Part Ii: Reward Modeling, by Binghai Wang et al.
Secrets of RLHF in Large Language Models Part II: Reward Modelingby Binghai Wang, Rui Zheng,…
Summary of A Minimaximalist Approach to Reinforcement Learning From Human Feedback, by Gokul Swamy et al.
A Minimaximalist Approach to Reinforcement Learning from Human Feedbackby Gokul Swamy, Christoph Dann, Rahul Kidambi,…
Summary of Uncertainty-penalized Reinforcement Learning From Human Feedback with Diverse Reward Lora Ensembles, by Yuanzhao Zhai et al.
Uncertainty-Penalized Reinforcement Learning from Human Feedback with Diverse Reward LoRA Ensemblesby Yuanzhao Zhai, Han Zhang,…
Summary of Copr: Continual Learning Human Preference Through Optimal Policy Regularization, by Han Zhang et al.
COPR: Continual Learning Human Preference through Optimal Policy Regularizationby Han Zhang, Lin Gui, Yuanzhao Zhai,…