• Elhadji A. O. Diallo, and Toshiharu Sugawara, "Multi-Agent Pattern Formation: a Distributed Model-Free Deep Reinforcement Learning Approach," International Joint Conference on Neural Networks (IJCNN 2020), IEEE WCCI 2020, Scotland, 2020. (Accepted)

  • Zean Zhu, Elhadji A. O. Diallo, and Toshiharu Sugawara, "Learning Efficient Coordination Strategy for Multi-step Tasks in Multi-agent Systems using Deep Reinforcement Learning," Proceedings of the 12th International Conference on Agents and Artificial Intelligence, Malta, 2020. [Link]

  • Elhadji A. O. Diallo, and Toshiharu Sugawara, "Multi-Agent Pattern Formation with Deep Reinforcement Learning," Proceedings of the AAAI Conference on Artificial Intelligence, NYC, 2020. (Student Abstract) [Link]

  • Elhadji A. O. Diallo, and Toshiharu Sugawara, "Coordination in Adversarial Multi-Agent with Deep Reinforcement Learning Under Partial Observability," Proceedings of the IEEE 31st International Conference on Tools with Artificial Intelligence (ICTAI), Portland, 2019. [Link]

  • Elhadji A. O. Diallo, Ayumi Sugiyama, and Toshiharu Sugawara, "Coordinated Behavior of Cooperative Agents Using Deep Reinforcement Learning," Neurocomputing. [Link]

  • Elhadji A. O. Diallo and Toshiharu Sugawara, "Learning Coordination in Adversarial Multi-Agent DQN with dec-POMDPs," Workshop on Reinforcement Learning under Partial Observability (RLPO 2018), NeurIPS 2018, Montreal, Canada, Dec. 2018. [Link]

  • Elhadji A. O. Diallo and Toshiharu Sugawara, "Learning Strategic Group Formation for Coordinated Behavior in Adversarial Multi-Agent with Distributed Double DQN," Proceedings of the 21st International Conference on Principles and Practice of Multi-Agent Systems (PRIMA2018), Tokyo, Japan, Nov. 2018. [Link]

  • Elhadji A. O. Diallo, Ayumi Sugiyama, and Toshiharu Sugawara, "Learning to Coordinate with Deep Reinforcement Learning in Doubles Pong Game," Proceedings of the 16th IEEE International Conference on Machine Learning and Applications (ICMLA), Cancun, Mexico, December 2017. [Link]

  • Elhadji A. O. Diallo, Ayumi Sugiyama, and Toshiharu Sugawara, Coordinated Behavior by Deep Reinforcement Learning in Doubles Pong Game," Joint Agent Workshops and Symposium (JAWS), Kamogawa, Japan, September 2017. [Link]