Wenhao Li

Who Matters Matters: Agent-Specific Conservative Offline MARL

Negotiated Reasoning: On Provably Addressing Relative Over-Generalization

Offline Multi-Agent Reinforcement Learning via Sequential Score Decomposition

Talk, Judge, Cooperate: Gossip-Driven Indirect Reciprocity in Self-Interested LLM Agents

Think Smarter, Focus Wisely: Adaptive Cognitive Allocation for LLM Reasoning

On-policy Reinforcement Fine-tuning with Offline reward for Multi-step Embodied Planning

BRIDGEBENCH: AN OFFLINE CONSTRAINED MULTI- AGENT REINFORCEMENT LEARNING BENCHMARK FOR INFRASTRUCTURE MANAGEMENT

Information Bargaining: Bilateral Commitment in Bayesian Persuasion

Verbalized Bayesian Persuasion

LOPT: Learning Optimal Pigovian Tax in Sequential Social Dilemmas

Shapley-Coop: Credit Assignment for Emergent Cooperation in Self-Interested LLM Agents

Reward Translation via Reward Machine in Semi-Alignable MDPs

Verbalized Bayesian Persuasion

Bayesian Persuasion Is a Bargaining Game

Offline Multi-agent Reinforcement Learning with Sequential Score Decomposition