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The Top 23 Python Ppo Trpo Open Source Projects

Open source projects categorized as Python Ppo Trpo
Tianshou ⭐ 7,125
An elegant PyTorch deep reinforcement learning library.
dependent packages 10total releases 33most recent commit 3 months agopypi tianshou} Downloads
Deep Reinforcement Learning With Pytorch ⭐ 2,741
PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....
most recent commit a year ago
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
Pytorch Rl ⭐ 638
PyTorch implementation of Deep Reinforcement Learning: Policy Gradient methods (TRPO, PPO, A2C) and Generative Adversarial Imitation Learning (GAIL). Fast Fisher vector product TRPO.
most recent commit 3 years ago
Modular_rl ⭐ 523
Implementation of TRPO and related algorithms
most recent commit 6 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
Reinforcement Implementation ⭐ 380
Implementation of benchmark RL algorithms
most recent commit 2 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
Pg_travel ⭐ 243
Policy Gradient algorithms (REINFORCE, NPG, TRPO, PPO)
most recent commit 5 years 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
Deeprl_algorithms ⭐ 112
DeepRL algorithms implementation easy for understanding and reading with Pytorch and Tensorflow 2(DQN, REINFORCE, VPG, A2C, TRPO, PPO, DDPG, TD3, SAC)
most recent commit 3 years ago
Samsung Drl Code ⭐ 105
A repository for implementations of deep reinforcement learning lectured at Samsung
most recent commit 3 years ago
Ros2learn ⭐ 98
ROS 2 enabled Machine Learning algorithms
most recent commit 5 years ago
Safety Starter Agents ⭐ 86
Basic constrained RL agents used in experiments for the "Benchmarking Safe Exploration in Deep Reinforcement Learning" paper.
most recent commit 4 years ago
Run Skeleton Run ⭐ 81
Reason8.ai PyTorch solution for NIPS RL 2017 challenge
most recent commit 5 years ago
Code For Paper ⭐ 59
most recent commit 4 years ago
Rl Experiments ⭐ 47
High-quality implementations of deep reinforcement learning algorithms for experiments
most recent commit 3 years ago
Ppo Clip And Ppo Penalty On Atari Domain ⭐ 33
Implement PPO-clip and PPO-penalty on Atari, which is the only open source of PPO-penalty
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
Capg ⭐ 19
Implementation of clipped action policy gradient (CAPG) with PPO and TRPO
most recent commit 6 years ago
The 2 Latest Releases In Python Ppo 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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