← authors · overview

• Mastering the Game of Stratego with Model-Free Multiagent Reinforcement Learning
  2022 · 150 citations
• Deep Reinforcement Learning and the Deadly Triad
  2018 · 111 citations
• Over-communicate no more: Situated RL agents learn concise communication protocols
  2022 · 2 citations
• Don't Do What Doesn't Matter: Intrinsic Motivation with Action Usefulness
  2021 · 1 citations
• ShiQ: Bringing back Bellman to LLMs
  2025
• Contrastive Policy Gradient: Aligning LLMs on sequence-level scores in a supervised-friendly fashion
  2024
• A Machine of Few Words -- Interactive Speaker Recognition with Reinforcement Learning
  2020
• Learning Natural Language Generation from Scratch
  2021