Bilal Kartal

Photo of Bilal Kartal

Researcher

PhD Computer Science and Engineering, University of Minnesota

Research Areas

Reinforcement Learning

Publications

May 13, 2019

Safer Deep RL with Shallow MCTS: A Case Study in Pommerman

Workshop on Adaptive Learning Agents (AAMAS), 2019
Authors: B. Kartal , P. Hernandez-Leal , C. Gao, M. Taylor
May 15, 2019

Skynet: A Top Deep RL Agent in the Inaugural Pommerman Team Competition

The Multidisciplinary Conference on Reinforcement Learning and Decision Making (RLDM), 2019
Authors: C. Gao, P. Hernandez-Leal , B. Kartal , M. Taylor
July 22, 2019

Agent Modeling as Auxiliary Task for Deep Reinforcement Learning

AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment (AIIDE), 2019
Authors: *B. Kartal , *P. Hernandez-Leal , M. E. Taylor
* Denotes equal contribution
July 24, 2019

Terminal Prediction as an Auxiliary Task for Deep Reinforcement Learning

AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment (AIIDE), 2019
Authors: *B. Kartal , *P. Hernandez-Leal , M. E. Taylor
* Denotes equal contribution
July 25, 2019

Action Guidance with MCTS for Deep Reinforcement Learning

AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment (AIIDE), 2019
Authors: *B. Kartal , *P. Hernandez-Leal , M. E. Taylor
* Denotes equal contribution
July 26, 2019

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

AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment (AIIDE), 2019
Picture of Bilal Kartal