maze

RL Framework

An RL framework for building and training reinforcement learning models in Python

Maze Applied Reinforcement Learning Framework

GitHub

266 stars
6 watching
12 forks
Language: Python
last commit: almost 2 years ago
Linked from 2 awesome lists

applied-machine-learningautomationdata-sciencedecision-makingdeep-learningdistributeddocumentationframeworkmachine-learningmonitoringoptimizationpythonreinforcement-learningsimulation

Backlinks from these awesome lists:

Related projects:

RepositoryDescriptionStars
horizonrobotics/alfA framework for implementing complex reinforcement learning algorithms with flexibility and ease of implementation306
eleurent/rl-agentsA collection of implementations of Reinforcement Learning and planning algorithms in Python.596
kunqian2025/reinforcement-learningA collection of implementations of reinforcement learning algorithms in MATLAB61
luchris429/purejaxrlA high-performance implementation of reinforcement learning training pipelines using JAX and PyTorch-like functionality755
sjtu-marl/malibA framework for parallel population-based reinforcement learning507
layssi/carla_ray_rlibAn open-source reinforcement learning framework for autonomous driving tasks using the Carla-Simulator environment and Ray/Rllib libraries.35
kaixhin/rainbowA Python implementation of a deep reinforcement learning algorithm combining multiple techniques for improved performance in Atari games1,591
matthiasplappert/keras-rlA Python library implementing state-of-the-art deep reinforcement learning algorithms for Keras and OpenAI Gym environments.8
alex-petrenko/sample-factoryA high-throughput reinforcement learning library with optimized synchronous and asynchronous implementations of policy gradients.839
aunum/goldA reinforcement learning library for Go, providing a set of agents to solve challenges in various environments.345
tatsu-lab/alpaca_farmA framework for simulating and evaluating reinforcement learning from human feedback methods786
coax-dev/coaxA modular framework for building reinforcement learning agents in Python using Gymnasium and JAX.168
mushroomrl/mushroom-rlA Python library for reinforcement learning algorithms and environments.824
tristandeleu/pytorch-maml-rlReplication of Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks in PyTorch for reinforcement learning tasks830
google-deepmind/spriteworldAn environment designed to test and train reinforcement learning algorithms in a flexible, procedurally generated 2D space with various objects and interactions.369