Listen "Jacob Beck and Risto Vuorio"
Episode Synopsis
Jacob Beck and Risto Vuorio on their recent Survey of Meta-Reinforcement Learning. Jacob and Risto are Ph.D. students at Whiteson Research Lab at University of Oxford. Featured Reference A Survey of Meta-Reinforcement LearningJacob Beck, Risto Vuorio, Evan Zheran Liu, Zheng Xiong, Luisa Zintgraf, Chelsea Finn, Shimon Whiteson Additional References VariBAD: A Very Good Method for Bayes-Adaptive Deep RL via Meta-Learning, Luisa Zintgraf et al Mastering Diverse Domains through World Models (Dreamerv3), Hafner et al Unsupervised Meta-Learning for Reinforcement Learning (MAML), Gupta et al Decoupling Exploration and Exploitation for Meta-Reinforcement Learning without Sacrifices (DREAM), Liu et al RL2: Fast Reinforcement Learning via Slow Reinforcement Learning, Duan et al Learning to reinforcement learn, Wang et al
More episodes of the podcast TalkRL: The Reinforcement Learning Podcast
Danijar Hafner on Dreamer v4
09/11/2025
Jake Beck, Alex Goldie, & Cornelius Braun on Sutton's OaK, Metalearning, LLMs, Squirrels @ RLC 2025
19/08/2025
Thomas Akam on Model-based RL in the Brain
03/08/2025
NeurIPS 2024 - Posters and Hallways 3
09/03/2025
NeurIPS 2024 - Posters and Hallways 2
04/03/2025
ZARZA We are Zarza, the prestigious firm behind major projects in information technology.