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The Top 20 Python Ppo Ddpg Trpo Open Source Projects

Open source projects categorized as Python Ppo Ddpg Trpo
Tianshou ⭐ 7,125
An elegant PyTorch deep reinforcement learning library.
dependent packages 10total releases 33most recent commit 3 months agopypi tianshou} Downloads
Rl Baselines Zoo ⭐ 1,025
A collection of 100+ pre-trained RL agents using Stable Baselines, training and hyperparameter optimization included.
most recent commit 2 years ago
Reinforcement Learning Algorithms ⭐ 407
This repository contains most of pytorch implementation based classic deep reinforcement learning algorithms, including - DQN, DDQN, Dueling Network, DDPG, SAC, A2C, PPO, TRPO. (More algorithms are still in progress)
most recent commit 3 years ago
Deep_rl ⭐ 372
PyTorch implementations of deep reinforcement learning algorithms
most recent commit 3 years ago
Machine Learning Is All You Need ⭐ 337
🔥🌟《Machine Learning 格物志》: ML + DL + RL basic codes and notes by sklearn, PyTorch, TensorFlow, Keras & the most important, from scratch!💪 This repository is ALL You Need!
most recent commit 8 months ago
Deeprl Tensorflow2 ⭐ 139
🐋 Simple implementations of various popular Deep Reinforcement Learning algorithms using TensorFlow2
most recent commit 4 years ago
Torchrl ⭐ 127
Pytorch Implementation of Reinforcement Learning Algorithms ( Soft Actor Critic(SAC)/ DDPG / TD3 /DQN / A2C/ PPO / TRPO)
most recent commit 2 years ago
Run Skeleton Run ⭐ 81
Reason8.ai PyTorch solution for NIPS RL 2017 challenge
most recent commit 5 years ago
Core Rl ⭐ 24
Code implementing the CORE-RL algorithm with DDPG, PPO, and TRPO. See the paper "Control Regularization for Reduced Variance Reinforcement Learning" for additional details.
most recent commit 3 years ago
Rl Pytorch ⭐ 20
A beginner-friendly repository on Deep Reinforcement Learning (RL), written in PyTorch.
most recent commit 3 months ago
Deep Rl Toolkit ⭐ 15
RLToolkit is a flexible and high-efficient reinforcement learning framework. Include implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....
most recent commit 5 months ago
Rlzoo ⭐ 15
fork of rl-baseline-zoo
most recent commit 4 years ago
Tensorl ⭐ 12
Simple and self-contained TensorFlow implementation of reinforcement learning algorithms for continuous control, integrated with OpenAI Gym and other physics engines.
most recent commit 4 years ago
Relax ⭐ 10
ReLAx - Reinforcement Learning Applications Library
most recent commit a year ago
Rl Botics ⭐ 10
Deep Reinforcement Learning Toolbox for Robotics using Keras and TensorFlow
most recent commit 5 years ago
Policy_based_rl ⭐ 10
The implement of the policy gradient RL algorithm with pytorch
most recent commit 3 years ago
Deeprl Pytorch ⭐ 9
Pytorch implementations of various Deep Reinforcement Learning algorithms on pybullet environments.
most recent commit 2 years ago
Actorch ⭐ 8
Deep reinforcement learning framework for fast prototyping based on PyTorch
total releases 5most recent commit a year ago
Rl Framework ⭐ 8
Framework of Reinforcement Learning algorithms for AILab, Peking University
most recent commit 6 years ago
Spinning_up_kr ⭐ 6
most recent commit 5 years ago
The 2 Latest Releases In Python Ppo Ddpg Trpo Open Source Projects
Tianshou ⭐ 7,125
An elegant PyTorch deep reinforcement learning library.
dependent packages 10total releases 33latest release August 22, 2023most recent commit 3 months agopypi tianshou} Downloads
Actorch ⭐ 8
Deep reinforcement learning framework for fast prototyping based on PyTorch
total releases 5latest release March 12, 2023most recent commit a year ago
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