Marlos C. Machado
University of Alberta(CA)National Cancer Registry(IE)
Publications by Year
Research Areas
Reinforcement Learning in Robotics, Artificial Intelligence in Games, Advanced Bandit Algorithms Research, Data Stream Mining Techniques, Digital Games and Media
Most-Cited Works
- → Autonomous navigation of stratospheric balloons using reinforcement learning(2020)268 cited
- → Generalization and Regularization in DQN(2018)100 cited
- → A Laplacian Framework for Option Discovery in Reinforcement Learning(2017)76 cited
- → Eigenoption Discovery through the Deep Successor Representation(2017)61 cited
- → State of the Art Control of Atari Games Using Shallow Reinforcement Learning(2016)56 cited
- → True Online Temporal-Difference Learning(2015)56 cited
- → Revisiting the Arcade Learning Environment: Evaluation Protocols and Open Problems for General Agents(2018)46 cited
- → Player modeling: Towards a common taxonomy(2011)40 cited
- → Contrastive Behavioral Similarity Embeddings for Generalization in Reinforcement Learning(2021)27 cited