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The Top 23 Python Control Reinforcement Learning Open Source Projects

Open source projects categorized as Python Control Reinforcement Learning
Categories > Machine Learning > Reinforcement Learning
Rl ⭐ 1,658
A modular, primitive-first, python-first PyTorch library for Reinforcement Learning.
dependent packages 5total releases 42most recent commit 3 months agopypi torchrl} Downloads
Gym Pybullet Drones ⭐ 931
PyBullet Gym environments for single and multi-agent reinforcement learning of quadcopter control
most recent commit 4 months ago
Batch Ppo ⭐ 919
Efficient Batched Reinforcement Learning in TensorFlow
total releases 1most recent commit 5 years ago
Reinforcement_learning_course_materials ⭐ 857
Lecture notes, tutorial tasks including solutions as well as online videos for the reinforcement learning course hosted by Paderborn University
most recent commit 8 months ago
Deepdrive ⭐ 845
Deepdrive is a simulator that allows anyone with a PC to push the state-of-the-art in self-driving
most recent commit 9 months ago
Safe Control Gym ⭐ 477
PyBullet CartPole and Quadrotor environments—with CasADi symbolic a priori dynamics—for learning-based control and RL
most recent commit 3 months ago
Drq ⭐ 369
DrQ: Data regularized Q
most recent commit a year ago
Dmc2gym ⭐ 164
OpenAI Gym wrapper for the DeepMind Control Suite
most recent commit a year ago
Pymgrid ⭐ 132
pymgrid is a python library to generate and simulate a large number of microgrids.
total releases 8most recent commit a year ago
Pontryagin Differentiable Programming ⭐ 123
A unified end-to-end learning and control framework that is able to learn a (neural) control objective function, dynamics equation, control policy, or/and optimal trajectory in a control system.
most recent commit 6 months ago
Openmodelica Microgrid Gym ⭐ 103
OpenModelica Microgrid Gym (OMG): An OpenAI Gym Environment for Microgrids
total releases 7most recent commit 2 years ago
Reinforcement_learning ⭐ 89
강화학습에 대한 기본적인 알고리즘 구현
most recent commit 6 years ago
Modular Assemblies ⭐ 85
[NeurIPS 2019] Code for the paper "Learning to Control Self-Assembling Morphologies: A Study of Generalization via Modularity"
most recent commit 4 years ago
Data Efficient Reinforcement Learning With Probabilistic Model Predictive Control ⭐ 76
Unofficial Implementation of the paper "Data-Efficient Reinforcement Learning with Probabilistic Model Predictive Control", applied to gym environments
most recent commit a year ago
Featurecontrolhrl ⭐ 69
Feature Control as Intrinsic Motivation for Hierarchical Reinforcement Learning
most recent commit 6 years ago
Dm2gym ⭐ 52
Convert DeepMind Control Suite to OpenAI gym environments.
total releases 3most recent commit 4 years ago
Proto ⭐ 34
Proto-RL: Reinforcement Learning with Prototypical Representations
most recent commit 3 years ago
Ppo Stein Control Variate ⭐ 29
Proximal Policy Optimization with Stein Control Variates:
most recent commit 6 years ago
Fancy_gym ⭐ 26
Fancy Gym: Unifying interface for various RL benchmarks with support for Black Box approaches.
most recent commit 4 months ago
Deluca ⭐ 23
Performant, differentiable reinforcement learning
most recent commit 10 months ago
Human Level Control Through Deep Reinforcement Learning ⭐ 22
📖 Paper: Human-level control through deep reinforcement learning 🕹️
most recent commit 6 months ago
Gym Inventory ⭐ 18
An OpenAI Gym environment for Inventory Control problems
most recent commit 4 years ago
Super_sac ⭐ 18
A general model-free off-policy actor-critic implementation. Continuous and Discrete Soft Actor-Critic with multimodal observations, data augmentation, offline learning and behavioral cloning.
most recent commit 10 months ago
The 5 Latest Releases In Python Control Reinforcement Learning Open Source Projects
Rl ⭐ 1,658
A modular, primitive-first, python-first PyTorch library for Reinforcement Learning.
dependent packages 5total releases 42latest release October 25, 2023most recent commit 3 months agopypi torchrl} Downloads
Pymgrid ⭐ 132
pymgrid is a python library to generate and simulate a large number of microgrids.
total releases 8latest release January 25, 2023most recent commit a year ago
Openmodelica Microgrid Gym ⭐ 103
OpenModelica Microgrid Gym (OMG): An OpenAI Gym Environment for Microgrids
total releases 7latest release February 02, 2022most recent commit 2 years ago
Dm2gym ⭐ 52
Convert DeepMind Control Suite to OpenAI gym environments.
total releases 3latest release October 18, 2019most recent commit 4 years ago
Batch Ppo ⭐ 919
Efficient Batched Reinforcement Learning in TensorFlow
total releases 1latest release December 15, 2018most recent commit 5 years ago
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