Self-Play Preference Optimization for Language Model Alignmentby Yue Wu, Zhiqing Sun, Huizhuo Yuan, Kaixuan Ji,…
MetaRM: Shifted Distributions Alignment via Meta-Learningby Shihan Dou, Yan Liu, Enyu Zhou, Tianlong Li, Haoxiang…
Monte Carlo Tree Search Boosts Reasoning via Iterative Preference Learningby Yuxi Xie, Anirudh Goyal, Wenyue…
Leveraging Active Subspaces to Capture Epistemic Model Uncertainty in Deep Generative Models for Molecular Designby…
iMTSP: Solving Min-Max Multiple Traveling Salesman Problem with Imperative Learningby Yifan Guo, Zhongqiang Ren, Chen…
Joint Optimization of Piecewise Linear Ensemblesby Matt Raymond, Angela Violi, Clayton ScottFirst submitted to arxiv…
Enhancing Predictive Accuracy in Pharmaceutical Sales Through An Ensemble Kernel Gaussian Process Regression Approachby Shahin…
Continual Model-based Reinforcement Learning for Data Efficient Wireless Network Optimisationby Cengis Hasan, Alexandros Agapitos, David…
DPO Meets PPO: Reinforced Token Optimization for RLHFby Han Zhong, Zikang Shan, Guhao Feng, Wei…
Unleashing the Power of Multi-Task Learning: A Comprehensive Survey Spanning Traditional, Deep, and Pretrained Foundation…