Rémi Munos is a Senior Researcher at Google DeepMind with a focus on reinforcement learning and machine learning.
Munos is currently a Senior Researcher at Google DeepMind, having joined in 2013. Prior to this, he was at Microsoft Research New England from 2013 to 2014. He has also held teaching positions and been involved in numerous projects and activities.
Munos received his Master's in Maths, Vision, and Learning from ENS Cachan.
Munos' research interests include reinforcement learning, Monte-Carlo Tree Search, optimisation, planning, statistical learning, and random projections for least squares regression. He has published extensively in these areas, with notable works including:
Youtube Title: Retour de Rémi Munos en France et ouverture de DeepMind Paris
Youtube Link: link
Youtube Channel Name: Google DeepMind
Youtube Channel Link: https://www.youtube.com/@Google_DeepMind
Retour de Rémi Munos en France et ouverture de DeepMind Paris
Youtube Title: Demo of the SOO algorithm, Part 1 (sinus function)
Youtube Link: link
Youtube Channel Name: Rémi Munos
Youtube Channel Link: https://www.youtube.com/@remimunos
Demo of the SOO algorithm, Part 1 (sinus function)
Youtube Title: Demo SOO algorithm, Part 4 (2-d function)
Youtube Link: link
Youtube Channel Name: Rémi Munos
Youtube Channel Link: https://www.youtube.com/@remimunos
Demo SOO algorithm, Part 4 (2-d function)
Youtube Title: Demo of the SOO algorithm, Part 2 (garland function)
Youtube Link: link
Youtube Channel Name: Rémi Munos
Youtube Channel Link: https://www.youtube.com/@remimunos
Demo of the SOO algorithm, Part 2 (garland function)
Youtube Title: Acrobot optimal control problem
Youtube Link: link
Youtube Channel Name: Rémi Munos
Youtube Channel Link: https://www.youtube.com/@remimunos
Acrobot optimal control problem
Youtube Title: Demo SOO algorithm, part 3 (Brownian motion)
Youtube Link: link
Youtube Channel Name: Rémi Munos
Youtube Channel Link: https://www.youtube.com/@remimunos
Demo SOO algorithm, part 3 (Brownian motion)
Youtube Title: ICML 2023 - Adapting to game trees in zero-sum imperfect information games
Youtube Link: link
Youtube Channel Name: AI Breakdown
Youtube Channel Link: https://www.youtube.com/@AGIBreakdown
ICML 2023 - Adapting to game trees in zero-sum imperfect information games
Youtube Title: A Distributional Approach to Reinforcement Learning - paper presentation
Youtube Link: link
Youtube Channel Name: iworeushankaonce
Youtube Channel Link: https://www.youtube.com/@iworeushankaonce
A Distributional Approach to Reinforcement Learning - paper presentation
Youtube Title: an introduction to Implicit Quantile Network (IQN)
Youtube Link: link
Youtube Channel Name: the wings
Youtube Channel Link: https://www.youtube.com/@thewings929
an introduction to Implicit Quantile Network (IQN)
Youtube Title: RL Theory Seminar: Matthieu Geist
Youtube Link: link
Youtube Channel Name: RL theory seminars
Youtube Channel Link: https://www.youtube.com/@RLtheory
RL Theory Seminar: Matthieu Geist
Youtube Title: How to trap a gradient flow
Youtube Link: link
Youtube Channel Name: Stanford Research Talks
Youtube Channel Link: https://www.youtube.com/@stanfordresearchtalks8541
How to trap a gradient flow
Youtube Title: Si Supieras - Jessi Uribe / Luisito Muñoz
Youtube Link: link
Youtube Channel Name: Jessi Uribe
Youtube Channel Link: https://www.youtube.com/channel/UC8Ef_5RvcZb3KxI3J5r5Sxg
Si Supieras - Jessi Uribe / Luisito Muñoz
Youtube Title: Alemi Bustos - La Era de Hielo (Video Oficial)
Youtube Link: link
Youtube Channel Name: AfinArte Music
Youtube Channel Link: https://www.youtube.com/@AfinArteMusicoficial
Alemi Bustos - La Era de Hielo (Video Oficial)
Youtube Title: Maximum a-posteriori Policy Optimisation
Youtube Link: link
Youtube Channel Name: Yuval Tassa
Youtube Channel Link: https://www.youtube.com/@yuvaltassa3483
Maximum a-posteriori Policy Optimisation
Youtube Title: RL Theory Seminar: Pierre Ménard
Youtube Link: link
Youtube Channel Name: RL theory seminars
Youtube Channel Link: https://www.youtube.com/@RLtheory
RL Theory Seminar: Pierre Ménard
Youtube Title: Michelle Maciel, Eden Muñoz, Panter Bélico - CCC (Remix) (Video Oficial)
Youtube Link: link
Youtube Channel Name: Michelle Maciel
Youtube Channel Link: https://www.youtube.com/channel/UCrHRXEqAka1WCRhGSuPKIeg
Michelle Maciel, Eden Muñoz, Panter Bélico - CCC (Remix) (Video Oficial)
Youtube Title: Playing Montezuma’s Revenge with Intrinsic Motivation based on PixelCNN
Youtube Link: link
Youtube Channel Name: Georg Ostrovski
Youtube Channel Link: https://www.youtube.com/@georgostrovski7929
Playing Montezuma’s Revenge with Intrinsic Motivation based on PixelCNN
Youtube Title: Learning Freeway Value Distributions
Youtube Link: link
Youtube Channel Name: Will Dabney
Youtube Channel Link: https://www.youtube.com/@willdabney907
Learning Freeway Value Distributions