alpaca_farm
RL simulator
A framework for simulating and evaluating reinforcement learning from human feedback methods
A simulation framework for RLHF and alternatives. Develop your RLHF method without collecting human data.
786 stars
9 watching
59 forks
Language: Python
last commit: 7 months ago
Linked from 1 awesome list
deep-learninginstruction-followinglarge-language-modelsnatural-language-processingreinforcement-learning-from-human-feedback
ethicalml/awesome-production-machine-learningRelated projects:
| Repository | Description | Stars |
|---|---|---|
 horizonrobotics/alf | A framework for implementing complex reinforcement learning algorithms with flexibility and ease of implementation | 306 |
 layssi/carla_ray_rlib | An open-source reinforcement learning framework for autonomous driving tasks using the Carla-Simulator environment and Ray/Rllib libraries. | 35 |
 gokulnc/setting-up-carla-reinforcement-learning | Provides a framework for using CARLA as a reinforcement learning environment | 95 |
 kunqian2025/reinforcement-learning | A collection of implementations of reinforcement learning algorithms in MATLAB | 61 |
 carla-simulator/reinforcement-learning | An implementation of an actor-critic reinforcement learning algorithm in Python. | 245 |
 enlite-ai/maze | An RL framework for building and training reinforcement learning models in Python | 266 |
 xrsrke/instructgoose | A framework for training language models using human feedback and reinforcement learning | 171 |
 luchris429/purejaxrl | A high-performance implementation of reinforcement learning training pipelines using JAX and PyTorch-like functionality | 755 |
 sjtu-marl/malib | A framework for parallel population-based reinforcement learning | 507 |
 kaixhin/rainbow | A Python implementation of a deep reinforcement learning algorithm combining multiple techniques for improved performance in Atari games | 1,591 |
 eleurent/rl-agents | A collection of implementations of Reinforcement Learning and planning algorithms in Python. | 596 |
 alex-petrenko/sample-factory | A high-throughput reinforcement learning library with optimized synchronous and asynchronous implementations of policy gradients. | 839 |
 zhangfuyang/rl_carla | A reinforcement learning project to train an autonomous driving agent in a simulated environment using a deep learning approach | 230 |
 coax-dev/coax | A modular framework for building reinforcement learning agents in Python using Gymnasium and JAX. | 168 |
 nadavbh12/retro-learning-environment | A framework for training AI algorithms using game consoles as input | 185 |