Deep RL Achieves Human-Level Control 🎮
Overview of the 2015 Nature paper on deep reinforcement learning enabling human-level control in complex tasks.

Farhan Fuad Abir
307 views • Feb 22, 2023

About this video
This is one of the most impactful papers in Deep Reinforcement Learning. It was published in Nature in 2015.
Title: Human-level Control through Deep Reinforcement Learning
Authors: 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
Paper Link: https://www.nature.com/articles/nature14236
Title: Human-level Control through Deep Reinforcement Learning
Authors: 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
Paper Link: https://www.nature.com/articles/nature14236
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307
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11:04
Published
Feb 22, 2023
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