Repository Index

FinRL®: Financial Reinforcement Learning. 🔥

• deep-reinforcement-learning
• drl-trading-agents
• stock-trading
• drl-algorithms

A standard API for single-agent reinforcement learning environments, with popular reference environments and related utilities (formerly Gym)

• api
• gym
• reinforcement-learning

Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.

• rl
• ml
• ai
• google

An open source reinforcement learning framework for training, evaluating, and deploying robust trading agents.

OpenDILab Decision AI Engine. The Most Comprehensive Reinforcement Learning Framework B.P.

• reinforcement-learning
• multiagent-reinforcement-learning
• self-play
• imitation-learning

A standard API for multi-agent reinforcement learning environments, with popular reference environments and related utilities

• api
• gymnasium
• multi-agent-reinforcement-learning
• reinforcement-learning

A collection of environments for autonomous driving and tactical decision-making tasks

• reinforcement-learning
• autonomous-driving
• gymnasium-environment

Reinforcement Learning environments based on the 1993 game Doom :godmode:

• deep-learning
• reinforcement-learning
• python
• vizdoom

PGPortfolio: Policy Gradient Portfolio, the source code of "A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem"(https://arxiv.org/pdf/1706.10059.pdf).

Computational framework for reinforcement learning in traffic control

• reinforcement-learning
• traffic-control
• benchmark
• autonomous

An engine for high performance multi-agent environments with very large numbers of agents, along with a set of reference environments

PettingZoo and Gymnasium bindings for popular reinforcement learning environments outside of Farama

• deepmind-control-suite
• deepmind-lab
• gymnasium
• reinforcement-learning

A light-weight deep reinforcement learning framework for portfolio management. This project explores the possibility of applying deep reinforcement learning algorithms to stock trading in a highly modular and scalable framework.

Reinforcement learning library(framework) designed for PyTorch, implements DQN, DDPG, A2C, PPO, SAC, MADDPG, A3C, APEX, IMPALA ...

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

A simple and highly efficient RTS-game-inspired environment for reinforcement learning

Maze Applied Reinforcement Learning Framework

• reinforcement-learning
• python
• machine-learning
• simulation