Bo An

11 papers Nanyang Technological University

• Deciphering the Extremes: A Novel Approach for Pathological Long-tailed Recognition in Scientific Discovery
• EconGym: A Scalable AI Testbed with Diverse Economic Tasks
• Efficient Last-Iterate Convergence in Solving Extensive-Form Games
• Empirical Study on Robustness and Resilience in Cooperative Multi-Agent Reinforcement Learning
• Establishing Linear Surrogate Regret Bounds for Convex Smooth Losses via Convolutional Fenchel–Young Losses
• Group-in-Group Policy Optimization for LLM Agent Training
• Improving Reward Models with Proximal Policy Exploration for Preference-Based Reinforcement Learning
• Incentivizing LLMs to Self-Verify Their Answers
• Let's Revise Step-by-Step: A Unified Local Search Framework for Code Generation with LLMs
• MF-LLM: Simulating Population Decision Dynamics via a Mean-Field Large Language Model Framework
• OPHR: Mastering Volatility Trading with Multi-Agent Deep Reinforcement Learning