Search Results - RepositoryStats

Reinforcement-learning-with-tensorflow MorvanZhou

5.0k

8.7k

mit

287

Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学

Created 2017-05-06

114 commits to master branch, last one about a year ago

cleanrl vwxyzjn

558

4.8k

other

35

High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)

a2c ale gym ppo atari wandb python pytorch actor-critic deep-learning machine-learning advantage-actor-critic phasic-policy-gradient reinforcement-learning deep-reinforcement-learning proximal-policy-optimization

Created 2019-06-07

828 commits to master branch, last one 18 days ago

pytorch-a2c-ppo-acktr-gail ikostrikov

831

3.5k

mit

67

PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR) ...

Created 2017-08-22

274 commits to master branch, last one 2 years ago

PPO-PyTorch nikhilbarhate99

331

1.5k

mit

9

Minimal implementation of clipped objective Proximal Policy Optimization (PPO) in PyTorch

ppo pytorch ppo-pytorch deep-learning policy-gradient pytorch-tutorial pytorch-implmention reinforcement-learning deep-reinforcement-learning proximal-policy-optimization reinforcement-learning-algorithms

Created 2018-09-27

98 commits to master branch, last one 6 months ago

PyTorch-RL Khrylx

184

1.1k

mit

26

PyTorch implementation of Deep Reinforcement Learning: Policy Gradient methods (TRPO, PPO, A2C) and Generative Adversarial Imitation Learning (GAIL). Fast Fisher vector product TRPO.

a2c ppo trpo pytorch pytorch-rl fisher-vectors policy-gradient reinforcement-learning deep-reinforcement-learning proximal-policy-optimization generative-adversarial-network

Created 2017-10-17

100 commits to master branch, last one 3 years ago

Super-mario-bros-PPO-pytorch uvipen

194

1.1k

mit

28

Proximal Policy Optimization (PPO) algorithm for Super Mario Bros

ai gym ppo ppo2 mario openai python python3 pytorch openai-gym deep-learning super-mario-bros reinforcement-learning proximal-policy-optimization

Created 2019-10-02

9 commits to master branch, last one 2 years ago

reinforcement-learning-algorithms TianhongDai

104

653

unknown

15

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 st...

a2c dqn ppo sac ddpg trpo pytorch algorithm atari2600 dueling-dqn flappy-bird actor-critic deep-learning soft-actor-critic deep-reinforcement-learning proximal-policy-optimization trust-region-policy-optimization

Created 2018-01-13

25 commits to master branch, last one 3 years ago

autonomous-learning-library cpnota

72

642

mit

23

A PyTorch library for building deep reinforcement learning agents.

a2c dqn ppo sac ddpg dqn-pytorch deep-q-learning soft-actor-critic advantage-actor-critic reinforcement-learning deep-reinforcement-learning proximal-policy-optimization reinforcement-learning-algorithms deep-deterministic-policy-gradient

Created 2018-11-07

300 commits to develop branch, last one 3 months ago

lagom zuoxingdong

31

373

mit

16

lagom: A PyTorch infrastructure for rapid prototyping of reinforcement learning algorithms.

Created 2017-12-21

703 commits to master branch, last one 4 years ago

Autonomous-Driving-in-Carla-using-Deep-Reinforcement-Learning idreesshaikh

49

241

mit

5

Deep Reinforcement Learning (PPO) in Autonomous Driving (Carla) [from scratch]

ppo ddqn openai pytorch self-driving deep-learning carla-simulator self-driving-car carla-environment self-driving-cars autonomous-driving reinforcement-learning carla-driving-simulator deep-learning-algorithms deep-reinforcement-learning self-driving-car-simulation proximal-policy-optimization

Created 2022-05-18

46 commits to main branch, last one 4 months ago

tf_deep_rl_trader miroblog

65

232

unknown

14

Trading Environment(OpenAI Gym) + PPO(TensorForce)

ppo trading tensorflow tensorforce stock-market proximal-policy-optimization

Created 2018-08-25

8 commits to master branch, last one 5 years ago

torch-ac lcswillems

64

190

mit

8

Recurrent and multi-process PyTorch implementation of deep reinforcement Actor-Critic algorithms A2C and PPO

a2c a3c ppo pytorch minigrid recurrent actor-critic multi-process reward-shaping advantage-actor-critic reinforcement-learning recurrent-neural-networks deep-reinforcement-learning proximal-policy-optimization

Created 2019-04-07

25 commits to master branch, last one about a year ago

Contra-PPO-pytorch uvipen

30

130

unknown

10

Proximal Policy Optimization (PPO) algorithm for Contra

ai gym ppo ppo2 contra openai contra-nes deep-learning reinforcement-learning proximal-policy-optimization

Created 2019-09-06

3 commits to master branch, last one 3 years ago

imitation_learning CherryPieSexy

14

129

unknown

5

PyTorch implementation of some reinforcement learning algorithms: A2C, PPO, Behavioral Cloning from Observation (BCO), GAIL.

a2c ppo gail pytorch gail-ppo ppo-algo ppo-pytorch deep-learning recurrent-ppo policy-gradient imitation-learning advantage-actor-critic reinforcement-learning deep-reinforcement-learning proximal-policy-optimization

Created 2020-05-04

89 commits to master branch, last one 2 years ago

curiosity-driven-exploration-pytorch jcwleo

30

128

mit

3

Curiosity-driven Exploration by Self-supervised Prediction

icm pytorch curiosity-driven advantage-actor-critic reinforcement-learning proximal-policy-optimization

Created 2018-11-23

12 commits to master branch, last one about a year ago

episodic-transformer-memory-ppo MarcoMeter

13

124

mit

4

Clean baseline implementation of PPO using an episodic TransformerXL memory

ppo trxl gtrxl pomdp pytorch on-policy memory-gym transformer actor-critic transformer-xl episodic-memory policy-gradient gated-transformer-xl deep-reinforcement-learning proximal-policy-optimization

Created 2022-05-04

9 commits to main branch, last one 10 days ago

recurrent-ppo-truncated-bptt MarcoMeter

14

112

mit

4

Baseline implementation of recurrent PPO using truncated BPTT

gru ppo bptt lstm pomdp pytorch on-policy recurrent truncated recurrence actor-critic deep-learning policy-gradient recurrent-neural-networks deep-reinforcement-learning proximal-policy-optimization

Created 2021-06-07

13 commits to main branch, last one 9 months ago

carla-driving-rl-agent Luca96

23

97

mit

2

Code for the paper "Reinforced Curriculum Learning for Autonomous Driving in CARLA" (ICIP 2021)

deep-learning autonomous-driving reinforcement-learning carla-driving-simulator deep-reinforcement-learning proximal-policy-optimization

Created 2020-03-12

45 commits to master branch, last one about a year ago

RL_Matrix asieradzk

2

56

other

9

Deep Reinforcement Learning in C#

dqn ppo sac gail dotnet cartpole gail-ppo multi-agent deep-learning machine-learning multi-environment soft-actor-critic reinforcement-learning deep-reinforcement-learning proximal-policy-optimization reinforcement-learning-agent reinforcement-learning-algorithms multi-agent-reinforcement-learning reinforcement-learning-environments

Created 2023-08-15

49 commits to master branch, last one 19 hours ago

ReinforcementLearning Phoenix-Shen

11

50

unknown

1

强化学习算法库，包含了目前主流的强化学习算法(Value based and Policy based)的代码，代码都经过调试并可以运行

dppo pytorch algorithms td3-pytorch ddpg-pytorch policy-gradient qlearning-algorithm actor-critic-algorithm reinforcement-learning deep-qlearning-algorithm deep-reinforcement-learning proximal-policy-optimization prioritized-experience-replay

Created 2021-12-01

193 commits to main branch, last one 8 months ago

ppo_jax bmazoure

1

47

unknown

1

Jax implementation of Proximal Policy Optimization (PPO) specifically tuned for Procgen, with benchmarked results and saved model weights on all environments.

gym ppo procgen deep-learning machine-learning reinforcement-learning proximal-policy-optimization

Created 2021-09-03

12 commits to main branch, last one about a year ago

ProtoRL philtabor

2

42

mit

2

A Torch Based RL Framework for Rapid Prototyping of Research Papers

dqn ppo sac td3 ddpg dqn-pytorch dueling-dqn ppo-pytorch sac-pytorch td3-pytorch actor-critic ddpg-pytorch dueling-ddqn soft-actor-critic dueling-dqn-pytorch dueling-network-architecture proximal-policy-optimization twin-delayed-policy-gradient prioritized-experience-replay

Created 2023-04-10

21 commits to master branch, last one 4 days ago

Hospitalbot-Path-Planning TommasoVandermeer

5

30

unknown

2

This repository contains an application using ROS2 Humble, Gazebo, OpenAI Gym and Stable Baselines3 to train reinforcement learning agents for a path planning problem.

ros gazebo robotics ros2-foxy openai-gym ros2-humble path-planning motion-planning gazebo-simulator stable-baselines3 reinforcement-learning proximal-policy-optimization

Created 2023-02-07

64 commits to humble branch, last one 9 months ago

3D-Driving-AI-PPO fjcollyer

5

27

unknown

1

🚗 3D web app that combines Proximal Policy Optimization with Three.js, enabling users to directly interact with or train AI models on a virtual racetrack.

ai three-js proximal-policy-optimization

Created 2023-09-21

101 commits to main branch, last one 3 months ago