TalkRL: The Reinforcement Learning Podcast

TalkRL: The Reinforcement Learning Podcast

TalkRL podcast is All Reinforcement Learning, All the Time. In-depth interviews with brilliant people at the forefront of RL research and practice. Guests from places like MILA, OpenAI, MIT, DeepMind, Berkeley, Amii, Oxford, Google Research, Brown, Waymo, Caltech, and Vector Institute. Hosted by Robin Ranjit Singh Chauhan.

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Avsnitt(74)

Danijar Hafner 2

Danijar Hafner 2

Danijar Hafner on the DreamerV3 agent and world models, the Director agent and heirarchical RL,  realtime RL on robots with DayDreamer, and his framework for unsupervised agent design! Danijar Hafner ...

12 Apr 202345min

Jeff Clune

Jeff Clune

AI Generating Algos, Learning to play Minecraft with Video PreTraining (VPT), Go-Explore for hard exploration, POET and Open Endedness, AI-GAs and ChatGPT, AGI predictions, and lots more!  Professor J...

27 Mars 20231h 11min

Natasha Jaques 2

Natasha Jaques 2

Hear about why OpenAI cites her work in RLHF and dialog models, approaches to rewards in RLHF, ChatGPT, Industry vs Academia, PsiPhi-Learning, AGI and more!  Dr Natasha Jaques is a Senior Research Sci...

14 Mars 202346min

Jacob Beck and Risto Vuorio

Jacob Beck and Risto Vuorio

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 Surve...

7 Mars 20231h 7min

John Schulman

John Schulman

John Schulman is a cofounder of OpenAI, and currently a researcher and engineer at OpenAI.Featured ReferencesWebGPT: Browser-assisted question-answering with human feedbackReiichiro Nakano, Jacob Hilt...

18 Okt 202244min

Sven Mika

Sven Mika

Sven Mika is the Reinforcement Learning Team Lead at Anyscale, and lead committer of RLlib. He holds a PhD in biomathematics, bioinformatics, and computational biology from Witten/Herdecke University....

19 Aug 202234min

Karol Hausman and Fei Xia

Karol Hausman and Fei Xia

Karol Hausman is a Senior Research Scientist at Google Brain and an Adjunct Professor at Stanford working on robotics and machine learning. Karol is interested in enabling robots to acquire general-pu...

16 Aug 20221h 3min

Sai Krishna Gottipati

Sai Krishna Gottipati

Saikrishna Gottipati is an RL Researcher at AI Redefined, working on RL, MARL, human in the loop learning.Featured ReferencesCogment: Open Source Framework For Distributed Multi-actor Training, Deploy...

1 Aug 20221h 8min

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