DeepMind x UCL RL Lecture Series - Deep Reinforcement Learning #1 [12/13]

Subscribers:
663,000
Published on ● Video Link: https://www.youtube.com/watch?v=cVzvNZOBaJ4



Duration: 47:05
16,432 views
165


Research Engineer Matteo Hessel talks practical considerations and algorithms for deep reinforcement learning, including how to implement them using auto-differentiation (i.e Jax).

Slides: https://dpmd.ai/deeprl1
Full video lecture series: https://dpmd.ai/DeepMindxUCL21




Other Videos By Google DeepMind


2021-09-09DeepMind x UCL RL Lecture Series - Exploration & Control [2/13]
2021-09-09DeepMind x UCL RL Lecture Series - MDPs and Dynamic Programming [3/13]
2021-09-09DeepMind x UCL RL Lecture Series - Theoretical Fund. of Dynamic Programming Algorithms [4/13]
2021-09-09DeepMind x UCL RL Lecture Series - Model-free Prediction [5/13]
2021-09-09DeepMind x UCL RL Lecture Series - Model-free Control [6/13]
2021-09-09DeepMind x UCL RL Lecture Series - Function Approximation [7/13]
2021-09-09DeepMind x UCL RL Lecture Series - Planning & models [8/13]
2021-09-09DeepMind x UCL RL Lecture Series - Policy-Gradient and Actor-Critic methods [9/13]
2021-09-09DeepMind x UCL RL Lecture Series - Approximate Dynamic Programming [10/13]
2021-09-09DeepMind x UCL RL Lecture Series - Multi-step & Off Policy [11/13]
2021-09-09DeepMind x UCL RL Lecture Series - Deep Reinforcement Learning #1 [12/13]
2021-09-09DeepMind x UCL RL Lecture Series - Deep Reinforcement Learning #2 [13/13]
2021-07-27Open-Ended Learning Leads to Generally Capable Agents | Results Showreel
2021-07-22AlphaFold Protein Structure Database
2021-01-05NeurIPS 2020: JAX Ecosystem Meetup
2020-11-30AlphaFold: The making of a scientific breakthrough
2020-11-30Protein folding explained
2020-11-05DeepMind Scholars: Benedetta's story
2020-07-09DeepMind x UCL | Deep Learning Lectures | 12/12 | Responsible Innovation
2020-07-09DeepMind x UCL | Deep Learning Lectures | 11/12 | Modern Latent Variable Models
2020-06-23Women at DeepMind | Applying for Technical Roles