← authors · overview

• QMIX: Monotonic Value Function Factorisation for Deep Multi-Agent Reinforcement Learning
  2018 · 475 citations
• Is Independent Learning All You Need in the StarCraft Multi-Agent Challenge?
  2020 · 185 citations
• Discovered Policy Optimisation
  2022 · 16 citations
• Stratospheric Aerosol Injection as a Deep Reinforcement Learning Problem
  2019 · 7 citations
• Mirror Learning: A Unifying Framework of Policy Optimisation
  2022 · 6 citations
• JaxMARL: Multi-Agent RL Environments and Algorithms in JAX
  2023 · 2 citations
• DEEDEE: Fast and Scalable Out-of-Distribution Dynamics Detection
  2025
• Mitigating Goal Misgeneralization via Minimax Regret
  2025
• Communicating via Markov Decision Processes
  2021
• Revealing Robust Oil and Gas Company Macro-Strategies using Deep Multi-Agent Reinforcement Learning
  2022
• Cheap Talk Discovery and Utilization in Multi-Agent Reinforcement Learning
  2023
• Bayesian Exploration Networks
  2023
• Rethinking Out-of-Distribution Detection for Reinforcement Learning: Advancing Methods for Evaluation and Detection
  2024