Repository Index

PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.

• reinforcement-learning
• reinforcement-learning-algorithms
• machine-learning
• gym

High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)

• wandb
• reinforcement-learning
• pytorch
• python

A fork of OpenAI Baselines, implementations of reinforcement learning algorithms

• reinforcement-learning-algorithms
• reinforcement-learning
• machine-learning
• gym

PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR) and Generative Adversarial Imitation Learning (GAIL).

• pytorch
• reinforcement-learning
• deep-learning
• deep-reinforcement-learning

C++-based high-performance parallel environment execution engine (vectorized env) for general RL environments.

• reinforcement-learning
• parallel-processing
• cpp17
• pybind11

A toolbox of AI modules written in Swift: Graphs/Trees, Support Vector Machines, Neural Networks, PCA, K-Means, Genetic Algorithms

Trading Environment(OpenAI Gym) + PPO(TensorForce)

• ppo
• proximal-policy-optimization
• tensorforce
• trading

reinfore learning tool box, contains trpo, a3c algorithm for continous action space

Workbench for practical machine learning in Ruby.

• machine-learning
• machine-learning-algorithms
• neural-network
• neural-networks