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Machado, Marlos

Name: Machado, Marlos
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Publications:  
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. view
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. view
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. view

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