Summary of Fairness in Reinforcement Learning: a Survey, by Anka Reuel et al.
Fairness in Reinforcement Learning: A Surveyby Anka Reuel, Devin MaFirst submitted to arxiv on: 11…
Summary of Nemo-aligner: Scalable Toolkit For Efficient Model Alignment, by Gerald Shen et al.
NeMo-Aligner: Scalable Toolkit for Efficient Model Alignmentby Gerald Shen, Zhilin Wang, Olivier Delalleau, Jiaqi Zeng,…
Summary of Metarm: Shifted Distributions Alignment Via Meta-learning, by Shihan Dou et al.
MetaRM: Shifted Distributions Alignment via Meta-Learningby Shihan Dou, Yan Liu, Enyu Zhou, Tianlong Li, Haoxiang…
Summary of Dpo Meets Ppo: Reinforced Token Optimization For Rlhf, by Han Zhong et al.
DPO Meets PPO: Reinforced Token Optimization for RLHFby Han Zhong, Zikang Shan, Guhao Feng, Wei…
Summary of Weak-to-strong Extrapolation Expedites Alignment, by Chujie Zheng et al.
Weak-to-Strong Extrapolation Expedites Alignmentby Chujie Zheng, Ziqi Wang, Heng Ji, Minlie Huang, Nanyun PengFirst submitted…
Summary of Filtered Direct Preference Optimization, by Tetsuro Morimura et al.
Filtered Direct Preference Optimizationby Tetsuro Morimura, Mitsuki Sakamoto, Yuu Jinnai, Kenshi Abe, Kaito AriuFirst submitted…
Summary of Openbezoar: Small, Cost-effective and Open Models Trained on Mixes Of Instruction Data, by Chandeepa Dissanayake et al.
OpenBezoar: Small, Cost-Effective and Open Models Trained on Mixes of Instruction Databy Chandeepa Dissanayake, Lahiru…
Summary of Dataset Reset Policy Optimization For Rlhf, by Jonathan D. Chang et al.
Dataset Reset Policy Optimization for RLHFby Jonathan D. Chang, Wenhao Zhan, Owen Oertell, Kianté Brantley,…
Summary of Rlhf Deciphered: a Critical Analysis Of Reinforcement Learning From Human Feedback For Llms, by Shreyas Chaudhari et al.
RLHF Deciphered: A Critical Analysis of Reinforcement Learning from Human Feedback for LLMsby Shreyas Chaudhari,…
Summary of Investigating Regularization Of Self-play Language Models, by Reda Alami et al.
Investigating Regularization of Self-Play Language Modelsby Reda Alami, Abdalgader Abubaker, Mastane Achab, Mohamed El Amine…