Publications by Machado, Marlos
In Journal (refereed)
| 1. | M. Machado, M. Bellemare, E. Talvitie, J. Veness, M. Hausknecht, M. Bowling. "Revisiting the Arcade Learning Environment: Evaluation Protocols and Open Problems for General Agents". Journal of Artificial Intelligence Research (JAIR), 61, pp 523-562, March 2018.  |
In Conference (refereed)
| 2. | M. Machado, M. Bellemare, M. Bowling. "A Laplacian framework for option discovery in reinforcement learning". International Conference on Machine Learning (ICML), (ed: Doina Precup, Yee Whye Teh), pp 2295-2304, August 2017. |
| 3. | Y. Liang, M. Machado, E. Talvitie, M. Bowling. "State of the art control of atari games using shallow reinforcement learning". Joint Conference on Autonomous Agents and Multi-Agent Systems (AAMAS), (ed: Catholijn M. Jonker, Stacy Marsella, John Thangarajah, Karl Tuyls), pp 485-493, May 2016. |
