garage
RL toolkit
A toolkit for developing and evaluating reinforcement learning algorithms in a reproducible manner
A toolkit for reproducible reinforcement learning research.
2k stars
56 watching
310 forks
Language: Python
last commit: over 2 years ago
Linked from 5 awesome lists
pytorchreproducibilityrl-algorithmstensorflow
Related projects:
| Repository | Description | Stars |
|---|---|---|
| | A collection of reinforcement learning algorithms and tools for training agents in complex environments. | 43 |
| | Provides a unified toolkit for constructing, computing, and optimizing intrinsic reward modules in reinforcement learning | 373 |
| | A toolkit for storing and manipulating episodic data in reinforcement learning and related tasks. | 302 |
| | A PyTorch framework for accelerating reinforcement learning research and development by providing a modular, reusable, and customizable training loop | 46 |
| | A benchmark suite for unsupervised reinforcement learning agents, providing pre-trained models and scripts for testing and fine-tuning agent performance. | 335 |
| | An open-source C++ library for training reinforcement learning policies and controlling continuous-control environments. | 680 |
| | A high-performance implementation of reinforcement learning training pipelines using JAX and PyTorch-like functionality | 755 |
| | Provides tools and algorithms for developing reinforcement learning policies in game environments. | 3 |
| | A framework for distributed reinforcement learning research with Python and PyTorch support | 38 |
| | A modular and unified framework for implementing common deep reinforcement learning algorithms in PyTorch | 2,236 |
| | A tutorial project providing an introduction to reinforcement learning with Stable Baselines3 | 620 |
| | A tool for optimizing and automating reinforcement learning pipelines in Python | 10 |
| | A Python library for reinforcement learning algorithms and environments. | 824 |
| | Replication of Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks in PyTorch for reinforcement learning tasks | 830 |
| | A collection of implementations of Reinforcement Learning and planning algorithms in Python. | 596 |