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Papers relevant to Inverse Reinforcement learning/ Inverse Optimal Control/ Apprenticeship learning

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IRL-Papers

Papers relevant to Inverse Reinforcement learning/ Inverse Optimal Control/ Apprenticeship learning

  1. Learning agents for uncertain environments - Russell (1998)
  2. Algorithms for inverse reinforcement learning - Ng & Russell (2000)
  3. Apprenticeship Learning via Inverse Reinforcement Learning - Abbeel & Ng (2004)
  4. Apprenticeship Learning via Inverse Reinforcement Learning Supplementary Material - Abbeel & Ng (2004)
  5. Apprenticeship Learning using Inverse Reinforcement Learning and Gradient Methods - Neu & Szepesvari (2007)
  6. Maximum Entropy Inverse Reinforcement Learning - Ziebart et. al. (2008)

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Papers relevant to Inverse Reinforcement learning/ Inverse Optimal Control/ Apprenticeship learning