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On Hard Exploration for Reinforcement Learning: a Case Study in Pommerman

  • On Hard Exploration for Reinforcement Learning: a Case Study in Pommerman

    On Hard Exploration for Reinforcement Learning: a Case Study in Pommerman

    C. Gao, B. Kartal, P. Hernandez-Leal, and M. E. Taylor. AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment (AIIDE), 2019

    Reinforcement Learning

    Publication

  • Action Guidance with MCTS for Deep Reinforcement Learning

    Action Guidance with MCTS for Deep Reinforcement Learning

    *B. Kartal, *P. Hernandez-Leal, and M. E. Taylor. AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment (AIIDE), 2019

    Reinforcement Learning

    Publication

  • Terminal Prediction as an Auxiliary Task for Deep Reinforcement Learning

    Terminal Prediction as an Auxiliary Task for Deep Reinforcement Learning

    *B. Kartal, *P. Hernandez-Leal, and M. E. Taylor. AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment (AIIDE), 2019

    Reinforcement Learning

    Publication

  • Agent Modeling as Auxiliary Task for Deep Reinforcement Learning

    Agent Modeling as Auxiliary Task for Deep Reinforcement Learning

    *B. Kartal, *P. Hernandez-Leal, and M. E. Taylor. AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment (AIIDE), 2019

    Reinforcement Learning

    Publication

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