Tags » Reinforcement Learning

Deep Q Learning with Keras and Gym

@tachyeonz : This blog post will demonstrate how deep reinforcement learning (deep q learning) can be implemented and applied to play a CartPole game using Keras and Gym, in only 78 lines of code! 18 more words


On-Policy First-Visit Monte Carlo

Summary and notes on On-Policy First-Visit Monte Carlo method, based on course offered at McGill, in addition to chapter 5 of Richard S. Sutton and Andrew G. 710 more words


Reinforcement Learning as a Service

@tachyeonz : I’ve been integrating reinforcement learning into an actual product for the last 6 months, and therefore I’m developing an appreciation for what are likely to be common problems. 6 more words


[AI] Dinner on Math, Representations, and Neural Nets

@tachyeonz : At dinner, I sat at a table with a physicist, a dude from the 70s (now elderly), and a gentleman from Miami who had obtained weed from his Uber driver. 10 more words


10 Deep Learning Trends and Predictions for 2017

@tachyeonz : I used to write predictions for the upcoming year in my older blog. The last one I recall writing was “Software Development Trends and Predictions for 2011”. 27 more words


Computerphile - two videos about deep learning

For the last day of this first February 2017 week, I’ve chosen to share here two nice intuitive presentations about deep learning. This choice follows some period of reflective thinking about the way the blog has been presenting the subject. 448 more words

Machine Learning