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• Learning in Nonzero-Sum Stochastic Games with Potentials
  2021 · 10 citations
• On the Complexity of Computing Markov Perfect Equilibrium in General-Sum Stochastic Games
  2021 · 9 citations
• Saute RL: Almost Surely Safe Reinforcement Learning Using State Augmentation
  2022 · 9 citations
• Multi-Agent Determinantal Q-Learning
  2020 · 7 citations
• Timing is Everything: Learning to Act Selectively with Costly Actions and Budgetary Constraints
  2022 · 2 citations
• Ensemble Value Functions for Efficient Exploration in Multi-Agent Reinforcement Learning
  2023 · 2 citations
• DESTA: A Framework for Safe Reinforcement Learning with Markov Games of Intervention
  2021 · 1 citations
• Fault Tolerant Multi-Agent Learning with Adversarial Budget Constraints
  2025
• Learning to Shape Rewards using a Game of Two Partners
  2021
• SEREN: Knowing When to Explore and When to Exploit
  2022
• Taming Multi-Agent Reinforcement Learning with Estimator Variance Reduction
  2022
• MANSA: Learning Fast and Slow in Multi-Agent Systems
  2023
• All Language Models Large and Small
  2024