Pommitron: Pommerman NEURIPS RL COMPETITION AGENT

Robin Chauhan , Pathway Intelligence
Nov, 2018

Submission to 2018 NeurIPS Pommerman Deep Reinforcement Learning Competition.

pommitron01.png
 

OpenAI Five DOTA 2 agent teardown

Robin Chauhan , Pathway Intelligence
Sept 2018
Simon Fraser University VentureLabs in Harbourfront Center, Vancouver BC Canada

Part of a set of lightening talks. My talk starts at about 58:00 below, the others are worth checking out..

 

Intro to Reinforcement Learning + Deep Q-Networks

Robin Chauhan , Pathway Intelligence
Jun 14, 2018
HiVE, Gastown, Vancouver BC Canada

These two talks were combined 3 hours of content.

 

AlphaXos: Deep Reinforcement Learning with Self-Play

Github Repository

Robin Chauhan , Pathway Intelligence
April 11, 2018

Exploration of self-play principles, and creating custom RL environments.

The first version uses DQN. If I did this again I would not choose DQN for this type of problem.

Screenshot from 2018-12-02 21-17-00.png