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Strategic Deviations in Multi-Agent Imitation Learning: From Value Optimization to Regret Analysis

Strategic Deviations in Multi-Agent Imitation Learning: From Value Optimization to Regret Analysis

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Value vs Regret Gap in Multi-Agent IL

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Value vs Regret Gap in Multi-Agent IL

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Strategic Deviations in Multi-Agent Imitation Learning: From Value Optimization to Regret Analysis

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  1. 1 Strategic Agents in Multi-Agent Imitation Learning MAIL
  2. 2 Strategic Deviations of an Agent
  3. 3 Correlated Equilibrium Nash Equilibrium
  4. 4 Short Summary
  5. 5 Value vs Regret Gap in Multi-Agent IL
  6. 6 From ALICE to MALICE
  7. 7 Distribution mismatch covariate shift
  8. 8 What exactly is a Distribution in MAIL

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