acme
RL toolkit
A toolkit for building and deploying reinforcement learning agents
A library of reinforcement learning components and agents
4k stars
84 watching
434 forks
Language: Python
last commit: almost 2 years agoLinked from 3 awesome lists
agentsreinforcement-learningresearch
ethicalml/awesome-production-machine-learning
krzjoa/awesome-python-data-science
zslucky/awesome-ai-booksRelated projects:
| Repository | Description | Stars |
|---|---|---|
| google-deepmind/lab | A 3D environment for testing and training artificial intelligence agents | 7,146 |
| google-deepmind/dm_control | A software stack for simulating physics-based environments and training reinforcement learning agents | 3,849 |
| google-deepmind/meltingpot | Assesses generalization of multi-agent reinforcement learning algorithms to novel social situations | 637 |
| google-deepmind/deepmind-research | Provides implementations and illustrative code to accompany DeepMind research publications | 13,329 |
| google-deepmind/rlax | A Python library providing reinforcement learning building blocks for implementing agent policies and functions | 1,272 |
| google-deepmind/spriteworld | An environment designed to test and train reinforcement learning algorithms in a flexible, procedurally generated 2D space with various objects and interactions. | 369 |
| google-deepmind/recurrentgemma | An implementation of a fast and efficient language model architecture | 613 |
| google-deepmind/android_env | A platform for defining reinforcement learning tasks on top of Android devices | 1,029 |
 opengvlab/lamm | A framework and benchmark for training and evaluating multi-modal large language models, enabling the development of AI agents capable of seamless interaction between humans and machines. | 305 |
 packtpublishing/hands-on-intelligent-agents-with-openai-gym | Teaching software developers to build intelligent agents using deep reinforcement learning and OpenAI Gym | 374 |
 enggen/deepmind-advanced-deep-learning-and-reinforcement-learning | An advanced course on deep learning and reinforcement learning, covering foundational concepts and topics from introduction to machine learning based AI to policy gradients and actor critics. | 820 |
| google-deepmind/jaxline | Provides a Python-based framework for building distributed JAX training and evaluation experiments | 153 |
 farama-foundation/gymnasium | Develops and compares reinforcement learning algorithms by providing a standard API to communicate between learning algorithms and environments | 7,613 |
 enlite-ai/maze | An RL framework for building and training reinforcement learning models in Python | 266 |
 geek-ai/magent | A platform for multi-agent reinforcement learning research and development | 1,700 |