SDS 551: Deep Reinforcement Learning with Wah Loon Keng

Published: Feb. 22, 2022, noon

In this episode, gifted author and software engineer Wah Loon Keng joins the podcast to dive deep into reinforcement learning. From its history to limitations, modern industrial applications, and future developments\u2013 there's no better expert to learn from if you want to know more about this complex topic.\nIn this episode you will learn:\u2022 What is reinforcement learning? [4:50]\u2022 Deep reinforcement learning vs reinforcement learning [13:17]\u2022 A timeline of reinforcement learning breakthroughs [16:17]\u2022 The limitations of deep RL today [39:53]\u2022 Deep RL applications [53:10]\u2022 Keng's open-source SLM-Lab framework [57:51]\u2022 Keng\u2019s responsibilities as an AI engineer [1:02:17]\u2022 What is the future of RL? [1:08:05]\nAdditional materials: www.superdatascience.com/551