Repository Index

A library of reinforcement learning components and agents

• reinforcement-learning
• agents
• research

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

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

The original code from the DeepMind article + my tweaks

Clean PyTorch implementations of imitation and reward learning algorithms

• reward-learning
• inverse-reinforcement-learning
• imitation-learning
• gymnasium

An experimentation and research platform to investigate the interaction of automated agents in an abstract simulated network environments.

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

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

Computational framework for reinforcement learning in traffic control

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

Gibson Environments: Real-World Perception for Embodied Agents

• computer-vision
• robotics
• simulator
• sim2real

An OpenAI gym wrapper for CARLA simulator

• carla-simulator
• autonomous-driving
• deep-reinforcement-learning
• imitation-learning

Every day, millions of traders around the world are trying to make money by trading stocks. These days, physical traders are also being replaced by automated trading robots. Algorithmic trading market has experienced significant growth rate and large number of firms are using it. I have tried to build a Deep Q-learning reinforcement agent model to do automated stock trading.

Maze Applied Reinforcement Learning Framework

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

Communicating with godot engine through shared memory

A micro neural network multilayer perceptron for MicroPython (used on ESP32 and Pycom modules)

• micropython
• neural-network
• multilayer-perceptron
• mlp

Build RL environments for any domain from real cases that Browser Use agents mine from the web

Workbench for practical machine learning in Ruby.

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

Generative models for transcriptomic-driven or protein-driven molecular design (PaccMann^RL).

• deep-reinforcement-learning
• generative-model
• vae
• molecule-generation