← authors · overview

• Dealing with Non-Stationarity in Multi-Agent Deep Reinforcement Learning
  2019 · 125 citations
• Benchmarking Multi-Agent Deep Reinforcement Learning Algorithms in Cooperative Tasks
  2020 · 55 citations
• Scaling Multi-Agent Reinforcement Learning with Selective Parameter Sharing
  2021 · 18 citations
• Agent Modelling under Partial Observability for Deep Reinforcement Learning
  2020 · 13 citations
• Scalable Multi-Agent Reinforcement Learning for Warehouse Logistics with Robotic and Human Co-Workers
  2022 · 9 citations
• Deep Reinforcement Learning for Doom using Unsupervised Auxiliary Tasks
  2018 · 5 citations
• Pareto Actor-Critic for Equilibrium Selection in Multi-Agent Reinforcement Learning
  2022 · 3 citations
• Deep Reinforcement Learning for Multi-Agent Interaction
  2022 · 1 citations
• Succeed or Learn Slowly: Sample Efficient Off-Policy Reinforcement Learning for Mobile App Control
  2025
• Pangu-Agent: A Fine-Tunable Generalist Agent with Structured Reasoning
  2023