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Marc G. Bellemare: The role of density models in reinforcement learning
Marc Bellemare
Author Information
Marc Bellemare (Google DeepMind)
More from the Same Authors
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2023 : Suboptimal Data Can Bottleneck Scaling »
Jacob Buckman · Kshitij Gupta · Ethan Caballero · Rishabh Agarwal · Marc Bellemare -
2023 Poster: Bootstrapped Representations in Reinforcement Learning »
Charline Le Lan · Stephen Tu · Mark Rowland · Anna Harutyunyan · Rishabh Agarwal · Marc Bellemare · Will Dabney -
2023 Poster: The Statistical Benefits of Quantile Temporal-Difference Learning for Value Estimation »
Mark Rowland · Yunhao Tang · Clare Lyle · Remi Munos · Marc Bellemare · Will Dabney -
2023 Poster: Bigger, Better, Faster: Human-level Atari with human-level efficiency »
Max Schwarzer · Johan Obando Ceron · Aaron Courville · Marc Bellemare · Rishabh Agarwal · Pablo Samuel Castro -
2022 Poster: Distributional Hamilton-Jacobi-Bellman Equations for Continuous-Time Reinforcement Learning »
Harley Wiltzer · David Meger · Marc Bellemare -
2022 Spotlight: Distributional Hamilton-Jacobi-Bellman Equations for Continuous-Time Reinforcement Learning »
Harley Wiltzer · David Meger · Marc Bellemare -
2020 Poster: Representations for Stable Off-Policy Reinforcement Learning »
Dibya Ghosh · Marc Bellemare -
2019 Poster: Statistics and Samples in Distributional Reinforcement Learning »
Mark Rowland · Robert Dadashi · Saurabh Kumar · Remi Munos · Marc Bellemare · Will Dabney -
2019 Oral: Statistics and Samples in Distributional Reinforcement Learning »
Mark Rowland · Robert Dadashi · Saurabh Kumar · Remi Munos · Marc Bellemare · Will Dabney -
2019 Poster: The Value Function Polytope in Reinforcement Learning »
Robert Dadashi · Marc Bellemare · Adrien Ali Taiga · Nicolas Le Roux · Dale Schuurmans -
2019 Poster: DeepMDP: Learning Continuous Latent Space Models for Representation Learning »
Carles Gelada · Saurabh Kumar · Jacob Buckman · Ofir Nachum · Marc Bellemare -
2019 Oral: The Value Function Polytope in Reinforcement Learning »
Robert Dadashi · Marc Bellemare · Adrien Ali Taiga · Nicolas Le Roux · Dale Schuurmans -
2019 Oral: DeepMDP: Learning Continuous Latent Space Models for Representation Learning »
Carles Gelada · Saurabh Kumar · Jacob Buckman · Ofir Nachum · Marc Bellemare -
2017 : Panel Discussion »
Balaraman Ravindran · Chelsea Finn · Alessandro Lazaric · Katja Hofmann · Marc Bellemare -
2017 Poster: Count-Based Exploration with Neural Density Models »
Georg Ostrovski · Marc Bellemare · Aäron van den Oord · Remi Munos -
2017 Talk: Count-Based Exploration with Neural Density Models »
Georg Ostrovski · Marc Bellemare · Aäron van den Oord · Remi Munos -
2017 Poster: A Laplacian Framework for Option Discovery in Reinforcement Learning »
Marlos C. Machado · Marc Bellemare · Michael Bowling -
2017 Poster: A Distributional Perspective on Reinforcement Learning »
Marc Bellemare · Will Dabney · Remi Munos -
2017 Poster: Automated Curriculum Learning for Neural Networks »
Alex Graves · Marc Bellemare · Jacob Menick · Remi Munos · Koray Kavukcuoglu -
2017 Talk: A Laplacian Framework for Option Discovery in Reinforcement Learning »
Marlos C. Machado · Marc Bellemare · Michael Bowling -
2017 Talk: A Distributional Perspective on Reinforcement Learning »
Marc Bellemare · Will Dabney · Remi Munos -
2017 Talk: Automated Curriculum Learning for Neural Networks »
Alex Graves · Marc Bellemare · Jacob Menick · Remi Munos · Koray Kavukcuoglu