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The Top 23 Algorithms Ppo Open Source Projects

Open source projects categorized as Algorithms Ppo
Baselines ⭐ 14,949
OpenAI Baselines: high-quality implementations of reinforcement learning algorithms
dependent packages 2total releases 6most recent commit 5 months agopypi baselines} Downloads
Tianshou ⭐ 7,125
An elegant PyTorch deep reinforcement learning library.
dependent packages 10total releases 33most recent commit 3 months agopypi tianshou} Downloads
Cleanrl ⭐ 3,947
High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)
most recent commit 3 months ago
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
Minimalrl ⭐ 2,417
Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)
most recent commit a year ago
On Policy ⭐ 990
This is the official implementation of Multi-Agent PPO (MAPPO).
most recent commit 4 months ago
Rl Starter Files ⭐ 571
RL starter files in order to immediatly train, visualize and evaluate an agent without writing any line of code
most recent commit 6 months ago
Modular_rl ⭐ 523
Implementation of TRPO and related algorithms
most recent commit 6 years ago
Huskarl ⭐ 417
Deep Reinforcement Learning Framework + Algorithms
total releases 3most recent commit a year 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
Lagom ⭐ 365
lagom: A PyTorch infrastructure for rapid prototyping of reinforcement learning algorithms.
most recent commit 4 years ago
Imitation Learning ⭐ 344
Imitation learning algorithms
most recent commit 5 months ago
Allenact ⭐ 288
An open source framework for research in Embodied-AI from AI2.
total releases 15most recent commit 3 months ago
Stable Baselines ⭐ 221
Mirror of Stable-Baselines: a fork of OpenAI Baselines, implementations of reinforcement learning algorithms
most recent commit 2 years ago
Machin ⭐ 206
Reinforcement learning library(framework) designed for PyTorch, implements DQN, DDPG, A2C, PPO, SAC, MADDPG, A3C, APEX, IMPALA ...
total releases 7most recent commit 3 years ago
Torch Ac ⭐ 134
Recurrent and multi-process PyTorch implementation of deep reinforcement Actor-Critic algorithms A2C and PPO
most recent commit 2 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
Ros2learn ⭐ 98
ROS 2 enabled Machine Learning algorithms
most recent commit 5 years ago
Rl Examples ⭐ 88
Examples of published reinforcement learning algorithms in recent literature implemented in TensorFlow
most recent commit 4 years ago
Imitation_learning ⭐ 56
PyTorch implementation of some reinforcement learning algorithms: A2C, PPO, Behavioral Cloning from Observation (BCO), GAIL.
most recent commit 2 years ago
Model Free Algorithms ⭐ 52
TD3, SAC, IQN, Rainbow, PPO, Ape-X and etc. in TF1.x
most recent commit 3 years ago
The 2 Most Depended On Algorithms Ppo 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
Baselines ⭐ 14,949
OpenAI Baselines: high-quality implementations of reinforcement learning algorithms
dependent packages 2total releases 6latest release February 26, 2018most recent commit 5 months agopypi baselines} Downloads
The 7 Latest Releases In Algorithms Ppo 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
Allenact ⭐ 288
An open source framework for research in Embodied-AI from AI2.
total releases 15latest release May 30, 2023most recent commit 3 months ago
Treeagent ⭐ 12
Decision tree ensembles as RL policies
latest release June 04, 2021most recent commit 7 years ago
Huskarl ⭐ 417
Deep Reinforcement Learning Framework + Algorithms
total releases 3latest release May 03, 2019most recent commit a year ago
Baselines ⭐ 14,949
OpenAI Baselines: high-quality implementations of reinforcement learning algorithms
dependent packages 2total releases 6latest release February 26, 2018most recent commit 5 months agopypi baselines} Downloads
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