Double Duality: Variational Primal-Dual Policy Optimization for Constrained Reinforcement Learningby Zihao Li, Boyi Liu, Zhuoran…
Learning Goal-Conditioned Policies from Sub-Optimal Offline Data via Metric Learningby Alfredo Reichlin, Miguel Vasco, Hang…
Multi-modal Preference Alignment Remedies Degradation of Visual Instruction Tuning on Language Modelsby Shengzhi Li, Rongyu…
Direct Preference Optimization with an Offsetby Afra Amini, Tim Vieira, Ryan CotterellFirst submitted to arxiv…
Incremental Sequence Labeling: A Tale of Two Shiftsby Shengjie Qiu, Junhao Zheng, Zhen Liu, Yicheng…
What to Do When Your Discrete Optimization Is the Size of a Neural Network?by Hugo…
Exploration-Driven Policy Optimization in RLHF: Theoretical Insights on Efficient Data Utilizationby Yihan Du, Anna Winnicki,…
SAMformer: Unlocking the Potential of Transformers in Time Series Forecasting with Sharpness-Aware Minimization and Channel-Wise…
Large Scale Constrained Clustering With Reinforcement Learningby Benedikt Schesch, Marco CasertaFirst submitted to arxiv on:…
Risk-Sensitive Soft Actor-Critic for Robust Deep Reinforcement Learning under Distribution Shiftsby Tobias Enders, James Harrison,…