Machado, Marlos C.

Revisiting the Arcade Learning Environment: Evaluation Protocols and Open Problems for General Agents

Machado, M. C., Bellemare, M. G., Talvitie, E., Veness, J., Hausknecht, M., & Bowling, M. (2018) · Journal of Artificial Intelligence Research

Reinforcement Learning in RoboticsArtificial Intelligence in Games

Cited by 359

Generalization and Regularization in DQN

Farebrother, J., Machado, M. C., & Bowling, M. (2018) · arXiv

Reinforcement Learning in RoboticsDomain Adaptation and Few-Shot Learning

Cited by 92

Count-based exploration with the successor representation

Machado, M. C., Bellemare, M. G., & Bowling, M. (2020) · Proceedings of the AAAI Conference on Artificial Intelligence

Reinforcement Learning in RoboticsArtificial Intelligence in Games

Cited by 19

Loss of Plasticity in Continual Deep Reinforcement Learning

Abbas, Z., Zhao, R., Modayil, J., White, A., & Machado, M. C. (2023) · arXiv

Reinforcement Learning in RoboticsDomain Adaptation and Few-Shot Learning

Cited by 10