juliusfrost/Research-Paper-Implementations

Various implementations of recent research on machine learning

Research-Paper-Implementations

1. Neural Arithmetic Logic Units (NALU) https://arxiv.org/abs/1808.00508
2. Dyna-Q http://incompleteideas.net/book/the-book-2nd.html

Planned

1. Evolving Neural Networks through Augmenting Topologies (NEAT) http://nn.cs.utexas.edu/downloads/papers/stanley.ec02.pdf
2. Human-level control through deep reinforcement learning (DQN) https://storage.googleapis.com/deepmind-media/dqn/DQNNaturePaper.pdf
3. Proximal Policy Optimization Algorithms (PPO) https://arxiv.org/abs/1707.06347