reinforce · GitHub Topics

sweetice / Deep-reinforcement-learning-with-pytorch

#算法刷题#PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....

翻译 - DQN、AC、ACER、A2C、A3C、PG、DDPG、TRPO、PPO、SAC、TD3 和...的 PyTorch 实现。

policy-gradient PyTorch actor-critic-algorithm alphago deep-reinforcement-learning a2c dqn sarsa ppo a3c resnet 算法深度学习 reinforce actor-critic sac td3

Python 4.16 k

2 年前

seungeunrho / minimalRL

#计算机科学#Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)

翻译 - 用最少的代码行实现基本的RL算法！（基于火炬）

deep-reinforcement-learning PyTorch simple 深度学习 a3c ppo a2c reinforce acer dqn ddpg reinforcement-learning 机器学习 sac

Python 2.98 k

2 年前

archsyscall / DeepRL-TensorFlow2

#计算机科学#🐋 Simple implementations of various popular Deep Reinforcement Learning algorithms using TensorFlow2

Tensorflow 机器学习 reinforcement-learning a2c a3c reinforce dqn ppo sac ddpg 深度学习 deep-reinforcement-learning tensorflow2 dueling-dqn double-dqn

Python 607

3 年前

chingyaoc / pytorch-REINFORCE

PyTorch Implementation of REINFORCE for both discrete & continuous control

reinforcement-learning reinforce continuous-control mujoco PyTorch gym

Python 266

8 年前

Rintarooo / VRP_DRL_MHA

"Attention, Learn to Solve Routing Problems!"[Kool+, 2019], Capacitated Vehicle Routing Problem solver

vrp deep-reinforcement-learning PyTorch Tensorflow policy-gradient reinforce

Python 185

4 年前

deepanshut041 / Reinforcement-Learning

Implementations of Deep Reinforcement Learning Algorithms and Bench-marking with PyTorch

deep-reinforcement-learning actor-critic sarsa a2c ppo dqn PyTorch reinforcement-learning reinforce ddpg sac atari2600 vizdoom sonic-the-hedgehog

Jupyter Notebook 123

5 年前

AgentMaker / Paddle-RLBooks

Paddle-RLBooks is a reinforcement learning code study guide based on pure PaddlePaddle.

sarsa q-learning dqn double-dqn dueling-dqn reinforce policy-gradient actor-critic ddpg td3 sac paddlepaddle reinforcement-learning

Python 110

3 年前

toshas / torch-discounted-cumsum

Fast Discounted Cumulative Sums in PyTorch

PyTorch rl reinforcement-learning reinforce

Python 95

4 年前

xdek42 / AutoReinforce

自动加固Android App

reinforce

Smali 83

7 年前

verlab / DALF_CVPR_2023

DALF is a joint image keypoint detector and descriptor for handling non-rigid deformations. It also works great under large rotations.

feature-extraction image-matching keypoint-detection PyTorch reinforce

Jupyter Notebook 72

1 年前

Officium / RL-Experiments

High-quality implementations of deep reinforcement learning algorithms for experiments

PyTorch dqn reinforce ppo rainbow a2c

Python 51

6 个月前

paulorocosta / learning-2opt-drl

#计算机科学#Learning 2-opt Heuristics for the TSP via Deep Reinforcement Learning

tsp reinforcement-learning reinforcement-learning-algorithms reinforcement-learning-environments policy-gradient combinatorial-optimization travelling-salesman-problem traveling-salesman 深度学习深度神经网络 reinforce PyTorch actor-critic lstm graph graph-neural-networks

Python 47

4 年前

deligentfool / policy_based_RL

The implement of the policy gradient RL algorithm with pytorch

reinforce actor-critic a2c ppo ddpg td3 sac PyTorch acer a3c icm

Python 38

4 年前

alokwhitewolf / Visual-Attention-Model

Chainer implementation of Deepmind's Visual Attention Model paper

attention-mechanism recurrent-neural-networks visual chainer reinforcement-learning reinforce

Python 27

7 年前

moripiri / Reinforcement-Learning-on-FrozenLake

Reinforcement Learning Algorithms in FrozenLake-v1

reinforcement-learning openai-gym reinforcement-learning-algorithms actor-critic q-learning reinforce sarsa sarsa-lambda

Jupyter Notebook 22

1 个月前

intsystems / relaxit

[BMM 24-25] "Just Relax It": Implementation of different relaxation methods

Library pyro PyTorch relaxation reinforce

Jupyter Notebook 22

3 个月前

QasimWani / policy-value-methods

#算法刷题#Deep Reinforcement Learning algorithms for Policy Value methods written from scratch.

deep-reinforcement-learning proximal-policy-optimization policy-gradient 深度神经网络 reinforce openai-gym 算法 td3 actor-critic ddpg evolutionary-algorithms

Python 20

5 年前

MehdiShahbazi / Webots-reinforcement-navigation

#计算机科学#Implementing obstacle avoidance and path planning for the Pioneer 3-DX robot using Python, PyTorch, and the deep reinforcement learning algorithm REINFORCE in the Webots Simulator.

Python robot Robotics simulator 深度学习 deep-reinforcement-learning PyTorch reinforce reinforcement-learning path-planning navigation

Python 20

1 年前

tomlezen / AndroidReinforcePlugin

#安卓#android加固插件，支持360加固、乐固

Android reinforce Kotlin Gradle 插件

Kotlin 18

5 年前

gebob19 / rl_with_jax

clear single-file JAX implementations of common RL algorithms

jax reinforcement-learning reinforce ppo ddpg a2c td3 pong ant dqn gym

Python 17

4 年前