Marc G. Bellemare

Professor Marc G. Bellemare is a Research Scientist at Google Research (Brain team), An Adjunct Professor at McGill University, and a Canada CIFAR AI Chair. 

Featured References 

The Arcade Learning Environment: An Evaluation Platform for General Agents 
Marc G. Bellemare, Yavar Naddaf, Joel Veness, Michael Bowling 

Human-level control through deep reinforcement learning 
Volodymyr Mnih, Koray Kavukcuoglu, David Silver, Andrei A. Rusu, Joel Veness, Marc G. Bellemare, Alex Graves, Martin Riedmiller, Andreas K. Fidjeland, Georg Ostrovski, Stig Petersen, Charles Beattie, Amir Sadik, Ioannis Antonoglou, Helen King, Dharshan Kumaran, Daan Wierstra, Shane Legg & Demis Hassabis 

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 

Additional References 

• CAIDA Talk: A tour of distributional reinforcement learning November 18, 2020 - Marc G. Bellemare 
• Amii AI Seminar Series:  Autonomous nav of stratospheric balloons using RL, Marlos C. Machado 
• UMD RLSS | Marc Bellemare | A History of Reinforcement Learning: Atari to Stratospheric Balloons 
• TalkRL: Marlos C. Machado, Dr. Machado also spoke to us about various aspects of ALE and Project Loon in depth 
• Hyperbolic discounting and learning over multiple horizons, Fedus et al 2019 
• Marc G. Bellemare on Twitter