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Marlos C. Machado
Manage episode 289787215 series 2536330
Dr. Marlos C. Machado is a research scientist at DeepMind and an adjunct professor at the University of Alberta. He holds a PhD from the University of Alberta and a MSc and BSc from UFMG, in Brazil.
Featured References
Revisiting the Arcade Learning Environment: Evaluation Protocols and Open Problems for General Agents
Marlos C. Machado, Marc G. Bellemare, Erik Talvitie, Joel Veness, Matthew J. Hausknecht, Michael Bowling
Contrastive Behavioral Similarity Embeddings for Generalization in Reinforcement Learning [ video ]
Rishabh Agarwal, Marlos C. Machado, Pablo Samuel Castro, Marc G. Bellemare
Efficient Exploration in Reinforcement Learning through Time-Based Representations
Marlos C. Machado
A Laplacian Framework for Option Discovery in Reinforcement Learning [ video ]
Marlos C. Machado, Marc G. Bellemare, Michael H. Bowling
Eigenoption Discovery through the Deep Successor Representation
Marlos C. Machado, Clemens Rosenbaum, Xiaoxiao Guo, Miao Liu, Gerald Tesauro, Murray Campbell
Exploration in Reinforcement Learning with Deep Covering Options
Yuu Jinnai, Jee Won Park, Marlos C. Machado, George Dimitri Konidaris
Autonomous navigation of stratospheric balloons using reinforcement learning
Marc G. Bellemare, Salvatore Candido, Pablo Samuel Castro, Jun Gong, Marlos C. Machado, Subhodeep Moitra, Sameera S. Ponda & Ziyu Wang
Generalization and Regularization in DQN
Jesse Farebrother, Marlos C. Machado, Michael Bowling
Additional References
57 bölüm
Manage episode 289787215 series 2536330
Dr. Marlos C. Machado is a research scientist at DeepMind and an adjunct professor at the University of Alberta. He holds a PhD from the University of Alberta and a MSc and BSc from UFMG, in Brazil.
Featured References
Revisiting the Arcade Learning Environment: Evaluation Protocols and Open Problems for General Agents
Marlos C. Machado, Marc G. Bellemare, Erik Talvitie, Joel Veness, Matthew J. Hausknecht, Michael Bowling
Contrastive Behavioral Similarity Embeddings for Generalization in Reinforcement Learning [ video ]
Rishabh Agarwal, Marlos C. Machado, Pablo Samuel Castro, Marc G. Bellemare
Efficient Exploration in Reinforcement Learning through Time-Based Representations
Marlos C. Machado
A Laplacian Framework for Option Discovery in Reinforcement Learning [ video ]
Marlos C. Machado, Marc G. Bellemare, Michael H. Bowling
Eigenoption Discovery through the Deep Successor Representation
Marlos C. Machado, Clemens Rosenbaum, Xiaoxiao Guo, Miao Liu, Gerald Tesauro, Murray Campbell
Exploration in Reinforcement Learning with Deep Covering Options
Yuu Jinnai, Jee Won Park, Marlos C. Machado, George Dimitri Konidaris
Autonomous navigation of stratospheric balloons using reinforcement learning
Marc G. Bellemare, Salvatore Candido, Pablo Samuel Castro, Jun Gong, Marlos C. Machado, Subhodeep Moitra, Sameera S. Ponda & Ziyu Wang
Generalization and Regularization in DQN
Jesse Farebrother, Marlos C. Machado, Michael Bowling
Additional References
57 bölüm
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