Towards Efficient Online Tuning of VLM Agents via Counterfactual Soft Reinforcement Learning. - Lang Feng 002; Weihao Tan; Zhiyi Lyu; Longtao Zheng; Haiyang Xu 001; Ming Yan 008; Fei Huang 002; Bo An 001 (CoRR, 2025)

Let's Revise Step-by-Step: A Unified Local Search Framework for Code Generation with LLMs. - Zhiyi Lyu; Jianguo Huang; Yanchen Deng; Steven Hoi; Bo An 001 (CoRR, 2025)