Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.
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FinRL®: Financial Reinforcement Learning. 🔥
- deep-reinforcement-learning
- drl-trading-agents
- stock-trading
- drl-algorithms
Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.
Deep Learning and Reinforcement Learning Library for Scientists and Engineers
- tensorlayer
- deep-learning
- tensorflow
- neural-network
Deep Reinforcement Learning for Keras.
A clean implementation based on AlphaZero for any game in any framework + tutorial + Othello/Gobang/TicTacToe/Connect4 and more
- tensorflow
- pytorch
- keras
- gobang
An implementation of the AlphaZero algorithm for Gomoku (also called Gobang or Five in a Row)
- alphazero
- mcts
- alphago-zero
- gomoku
Tensorforce: a TensorFlow library for applied reinforcement learning
- reinforcement-learning
- tensorflow
- deep-reinforcement-learning
- tensorflow-library
TensorFlow Reinforcement Learning
TF-Agents: A reliable, scalable and easy to use TensorFlow library for Contextual Bandits and Reinforcement Learning.
- reinforcement-learning
- tensorflow
- contextual-bandits
- bandits
Tensorflow implementation of Human-Level Control through Deep Reinforcement Learning
A set of Deep Reinforcement Learning Agents implemented in Tensorflow.
Chess reinforcement learning by AlphaGo Zero methods.
- reinforcement-learning
- keras
- alphago-zero
- tensorflow
A toolkit for reproducible reinforcement learning research.
- rl-algorithms
- reproducibility
- pytorch
- tensorflow
DeepTraffic is a deep reinforcement learning competition, part of the MIT Deep Learning series.
- deep-learning
- machine-learning
- deep-reinforcement-learning
- mit
OpenAI Gym environments for an open-source quadruped robot (SpotMicro)
- openai-gym
- openai-gym-environments
- robotics
- tensorflow
Scalable, event-driven, deep-learning-friendly backtesting library
- reinforcement-learning
- deep-reinforcement-learning
- gym-environment
- openai-gym
ROS package for dynamic obstacle avoidance for ground robots trained with deep RL
- tensorflow
- ros
- deep-reinforcement-learning
- collision-avoidance
Trading Environment(OpenAI Gym) + PPO(TensorForce)
- ppo
- proximal-policy-optimization
- tensorforce
- trading