DQN-in-the-Caffe
October 20, 2014 ยท View on GitHub
DQN-in-the-Caffe is an implementation of Deep Q-Network using Caffe.
Requirements
- Caffe (with two pull requests and minor fixes on them)
- https://github.com/BVLC/caffe/pull/1228 for step execution of solving
- https://github.com/BVLC/caffe/pull/1122 for AdaDelta solver
- At the moment my forked repository's dqn branch https://github.com/muupan/caffe/tree/dqn can be used with DQN-in-the-Caffe
- Arcade Learning Environment
- etc.
Algorithm Details
See http://www.cs.toronto.edu/~vmnih/docs/dqn.pdf for the details of DQN.