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The Top 10 Proximal Policy Optimization Open Source Projects
Open source projects categorized as Proximal Policy Optimization
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Proximal Policy Optimization
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MorvanZhou/Reinforcement-learning-with-tensorflow
⭐
8,174
Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学
dependent packages
0
total releases
0
most recent commit
over 2 years ago
vwxyzjn/cleanrl
⭐
3,947
High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)
dependent packages
0
total releases
0
most recent commit
about 2 years ago
ikostrikov/pytorch-a2c-ppo-acktr-gail
⭐
3,396
PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR) and Generative Adversarial Imitation Learning (GAIL).
dependent packages
0
total releases
0
most recent commit
almost 4 years ago
nikhilbarhate99/PPO-PyTorch
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1,270
Minimal implementation of clipped objective Proximal Policy Optimization (PPO) in PyTorch
dependent packages
0
total releases
0
most recent commit
over 2 years ago
uvipen/Super-mario-bros-PPO-pytorch
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692
Proximal Policy Optimization (PPO) algorithm for Super Mario Bros
dependent packages
0
total releases
0
most recent commit
over 4 years ago
Khrylx/PyTorch-RL
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638
PyTorch implementation of Deep Reinforcement Learning: Policy Gradient methods (TRPO, PPO, A2C) and Generative Adversarial Imitation Learning (GAIL). Fast Fisher vector product TRPO.
dependent packages
0
total releases
0
most recent commit
about 5 years ago
cpnota/autonomous-learning-library
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616
A PyTorch library for building deep reinforcement learning agents.
dependent packages
0
total releases
0
most recent commit
over 2 years ago
TianhongDai/reinforcement-learning-algorithms
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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)
dependent packages
0
total releases
0
most recent commit
about 5 years ago
ChenglongChen/pytorch-DRL
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387
PyTorch implementations of various Deep Reinforcement Learning (DRL) algorithms for both single agent and multi-agent.
dependent packages
0
total releases
0
most recent commit
over 8 years ago
zuoxingdong/lagom
⭐
365
lagom: A PyTorch infrastructure for rapid prototyping of reinforcement learning algorithms.
dependent packages
0
total releases
0
most recent commit
about 6 years ago
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