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

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

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

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