Marlos C. Machado
Marlos C. Machado
Research Scientist, Google Brain
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TítuloCitado porAno
Revisiting the Arcade Learning Environment: Evaluation Protocols and Open Problems for General Agents
MC Machado, MG Bellemare, E Talvitie, J Veness, M Hausknecht, ...
Journal of Artificial Intelligence Research 61, 523-562, 2018
A laplacian framework for option discovery in reinforcement learning
MC Machado, MG Bellemare, M Bowling
Proceedings of the 34th International Conference on Machine Learning-Volume …, 2017
State of the art control of atari games using shallow reinforcement learning
Y Liang, MC Machado, E Talvitie, M Bowling
Proceedings of the 2016 International Conference on Autonomous Agents …, 2016
True online temporal-difference learning
H Van Seijen, AR Mahmood, PM Pilarski, MC Machado, RS Sutton
The Journal of Machine Learning Research 17 (1), 5057-5096, 2016
Player modeling: Towards a common taxonomy
MC Machado, EPC Fantini, L Chaimowicz
2011 16th international conference on computer games (CGAMES), 50-57, 2011
Eigenoption Discovery through the Deep Successor Representation
MC Machado, C Rosenbaum, X Guo, M Liu, G Tesauro, M Campbell
arXiv preprint arXiv:1710.11089, 2017
Count-Based Exploration with the Successor Representation
MC Machado, MG Bellemare, M Bowling
arXiv preprint arXiv:1807.11622, 2018
Learning Purposeful Behaviour in the Absence of Rewards
MC Machado, M Bowling
arXiv preprint arXiv:1605.07700, 2016
Generalization and Regularization in DQN
J Farebrother, MC Machado, M Bowling
arXiv preprint arXiv:1810.00123, 2018
Domain-independent optimistic initialization for reinforcement learning
MC Machado, S Srinivasan, M Bowling
Workshops at the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015
Combining metaheuristics and csp algorithms to solve sudoku
MC Machado, L Chaimowicz
2011 Brazilian Symposium on Games and Digital Entertainment, 124-131, 2011
A binary classification approach for automatic preference modeling of virtual agents in Civilization IV
MC Machado, GL Pappa, L Chaimowicz
2012 IEEE Conference on Computational Intelligence and Games (CIG), 155-162, 2012
Introspective agents: Confidence measures for general value functions
C Sherstan, A White, MC Machado, PM Pilarski
International Conference on Artificial General Intelligence, 258-261, 2016
Agents Behavior and Preferences Characterization in Civilization IV
MC Machado, BSL Rocha, L Chaimowicz
2011 Brazilian Symposium on Games and Digital Entertainment, 43-52, 2011
The Eigenoption-Critic Framework
M Liu, MC Machado, G Tesauro, M Campbell
arXiv preprint arXiv:1712.04065, 2017
Characterizing and Modeling Agents in Digital Games
MC Machado, GL Pappa, L Chaimowicz
Proceedings of the XI Brazilian Symposium on Computer Games and Digital …, 2012
Accelerating Learning in Constructive Predictive Frameworks with the Successor Representation
C Sherstan, MC Machado, PM Pilarskir
2018 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2018
Rtsmate: Towards an advice system for rts games
RLDF Cunha, MC Machado, L Chaimowicz
Computers in Entertainment (CIE) 12 (1), 1, 2014
Benchmarking Bonus-Based Exploration Methods on the Arcade Learning Environment
AA Taïga, W Fedus, MC Machado, A Courville, MG Bellemare
arXiv preprint arXiv:1908.02388, 2019
Reports on the 2015 AAAI Workshop Program
SV Albrecht, JC Beck, DL Buckeridge, A Botea, C Caragea, C Chi, ...
AI Magazine 36 (2), 90-101, 2015
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