Q learning Archives - Learning Machines 101

LM101-062: How to Transform a Supervised Learning Machine into a Value Function Reinforcement Learning Machine

Example of a deep learning neural network implementing a value function for playing checkers.

Podcast: Play in new window | Download | Embed

LM101-062: How to Transform a Supervised Learning Machine into a Value Function Reinforcement Learning Machine Episode Summary: This 62nd episode of Learning Machines 101 discusses how to design reinforcement learning machines using your knowledge of how to build supervised learning machines! Specifically, we focus on Value Function Reinforcement Learning Machines which estimate the unobservable total penalty associated with… Read More »

LM101-044: What happened at the Deep Reinforcement Learning Tutorial at the 2015 Neural Information Processing Systems Conference?

Robot attending NIPS 2015 workshop on Deep Reinforcement Learning.

Podcast: Play in new window | Download | Embed

LM101-044: What happened at the Deep Reinforcement Learning Tutorial at the 2015 Neural Information Processing Systems Conference? Episode Summary: This is the third of a short subsequence of podcasts providing a summary of events associated with Dr. Golden’s recent visit to the 2015 Neural Information Processing Systems Conference. This is one of the top conferences in the field… Read More »