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The Top 23 Python Reinforcement Learning Gym Open Source Projects

Open source projects categorized as Python Reinforcement Learning Gym
Categories > Machine Learning > Reinforcement Learning
Vizdoomgym ⭐ 50
OpenAI Gym wrapper for ViZDoom enviroments
most recent commit 3 years ago
Rtgym ⭐ 49
Easily implement custom Gymnasium environments for real-time applications
dependent packages 1total releases 13most recent commit 7 months agopypi rtgym} Downloads
Super Mario Rl ⭐ 46
🍄Reinforcement Learning: Super Mario Bros with dueling dqn🍄
most recent commit 5 months ago
Policy Adaptation During Deployment ⭐ 46
Training code and evaluation benchmarks for the "Self-Supervised Policy Adaptation during Deployment" paper.
most recent commit 3 years ago
Offworld Gym ⭐ 45
OffWorld Gym: Open-Access Physical Robotics Environment for Real-World Reinforcement Learning Benchmark and Research
most recent commit a year ago
Tensorflow2.0 For Deep Reinforcement Learning ⭐ 44
TensorFlow 2.0 for Deep Reinforcement Learning. 🐙
most recent commit 4 years ago
Mygym ⭐ 44
myGym enables fast prototyping of RL in the area of robotic manipulation and navigation.You can train different robots, in several environments on various tasks. There is automatic evaluation and benchmark tool. From version 2.1 there is support for multi-step tasks, multi-reward training and multi-network architectures.
most recent commit 3 months ago
Mobile Env ⭐ 42
An open, minimalist Gymnasium environment for autonomous coordination in wireless mobile networks.
total releases 13most recent commit 9 months ago
Dher ⭐ 39
DHER: Hindsight Experience Replay for Dynamic Goals (ICLR-2019)
most recent commit 4 years ago
Reinforcement Learning With Tensorflow ⭐ 39
Reinforcement Learning with TensorFlow, published by Packt
most recent commit a year ago
Programmable Agents_tensorflow ⭐ 38
Tensorflow Implementation of Programmable Agents
most recent commit 7 years ago
Pytorch_sac_ae ⭐ 38
PyTorch implementation of Soft Actor-Critic + Autoencoder(SAC+AE)
most recent commit 4 years ago
Left Shift ⭐ 35
Using deep reinforcement learning to tackle the game 2048.
most recent commit 3 years ago
Rsoccer ⭐ 35
🎳 Environments for Reinforcement Learning
total releases 5most recent commit 6 months ago
Proto ⭐ 34
Proto-RL: Reinforcement Learning with Prototypical Representations
most recent commit 3 years ago
Ppo_jax ⭐ 33
Jax implementation of Proximal Policy Optimization (PPO) specifically tuned for Procgen, with benchmarked results and saved model weights on all environments.
most recent commit 2 years ago
Gym Gridworlds ⭐ 33
Gridworld environments for OpenAI gym.
total releases 3most recent commit 5 years ago
Ddqn With Pytorch For Openai Gym ⭐ 32
Implementation of Double DQN reinforcement learning for OpenAI Gym environments with PyTorch.
most recent commit 8 months ago
Pytorch Rl Cpp ⭐ 31
A Repository with C++ implementations of Reinforcement Learning Algorithms (Pytorch)
most recent commit 5 years ago
Omniisaacgymenvs Ur10reacher ⭐ 31
UR10 Reacher Reinforcement Learning Sim2Real Environment for Omniverse Isaac Gym/Sim
most recent commit 6 months ago
Mgym ⭐ 31
A collection of multi-agent reinforcement learning OpenAI gym environments
most recent commit 4 years ago
Optical Rl Gym ⭐ 31
Set of reinforcement learning environments for optical networks
most recent commit 9 months ago
Scalable_maddpg ⭐ 30
scalable multi agents reinforcement learning
most recent commit 6 years ago
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