Robin Ranjit Singh Chauhan · Technology

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.

Episodes

This podcast episode explores reinforcement learning from human feedback (RLHF) and preference training of large language models (LLMs). The episode discusses the main idea behind the paper "Back to Basics, Revisiting Reinforced Style Optimization for Learning from Human Feedback and LLMs," which aims to convey that op...

Glen Berseth

11 Mar 2024

21m

Ian Osband

07 Mar 2024

1h 8m

AI processed

This podcast episode explores the importance of uncertainty and exploration in reinforcement learning (RL). It discusses the challenge of bridging the gap between Bayesian and machine learning methods and highlights the potential benefits of combining these approaches. The concept of information-directed sampling is in...