← authors · overview

• Celebrating Diversity in Shared Multi-Agent Reinforcement Learning
  2021 · 49 citations
• Off-Policy Multi-Agent Decomposed Policy Gradients
  2020 · 42 citations
• ROMA: Multi-Agent Reinforcement Learning with Emergent Roles
  2020 · 32 citations
• Learning Nearly Decomposable Value Functions Via Communication Minimization
  2019 · 26 citations
• Influence-Based Multi-Agent Exploration
  2019 · 5 citations
• Low-Rank Modular Reinforcement Learning via Muscle Synergy
  2022 · 3 citations
• Self-Organized Polynomial-Time Coordination Graphs
  2021 · 2 citations
• PILA: Plug-and-Play Insertion for LLM-native Advertising
  2026
• Composite Flow Matching for Reinforcement Learning with Shifted-Dynamics Data
  2025
• Translate Policy to Language: Flow Matching Generated Rewards for LLM Explanations
  2025
• Low-rank Modular Reinforcement Learning Via Muscle Synergy
  2022
• Containerized Distributed Value-Based Multi-Agent Reinforcement Learning
  2021
• Non-Linear Coordination Graphs
  2022
• Symmetry-Aware Robot Design with Structured Subgroups
  2023
• Never Explore Repeatedly in Multi-Agent Reinforcement Learning
  2023