ddpg-pytorch 开源项目推荐（41 个）

Lizhi-sjtu /DRL-code-pytorch

DRL算法的简洁pytorch实现，包括REINFORCE、A2C、DQN、PPO（离散和连续）、DDPG、TD 3、SAC。

reiniscimurs /DRL-robot-navigation-IR-SIM

Deep Reinforcement Learning for mobile robot navigation in IR-SIM simulation. Using DRL (SAC, TD3, PPO, DDPG) neural networks, a robot learns to navigate to a random goal point in a simulated environment while avoiding obstacles.

schatty /oprl

A Modular Library for Off-Policy Reinforcement Learning with a focus on SafeRL and distributed computing

Phoenix-Shen /ReinforcementLearning

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

philtabor /ProtoRL

A Torch Based RL Framework for Rapid Prototyping of Research Papers

turhancan97 /RL-based-Control-of-a-Soft-Continuum-Robot

Simulation based Soft Continuum Robot Control via Reinforcement Learning

wallinslax /CellFreeCLCA_RL

论文模拟：无单元大规模MIMO网络中的联合协作聚类与内容缓存

blavad /marl

Multi-agent reinforcement learning framework

Zhang-Xiaoxue /RL_algorithms_Pytorch

Implement reinforcement learning algorithms in Pytorch

JoshuaWu1997 /PyTorch-DDPG-Stock-Trading

An implementation of DDPG using PyTorch for algorithmic trading on Chinese SH50 stock market.

moabitcoin /cherry-pytorch

Reinforcement Learning Tutorials & other bedtime stories in PyTorch

joanby /drl2.0

La combinación más inteligente de Deep Q-Learning, Políticas de Gradiente, Actor-Crítico y DDPG utilizando PyTorch

TaoHuang13 /hindsight-experience-replay-with-demo

PyTorch implementation of the paper Overcoming Exploration in Reinforcement Learning with Demonstrations in surgical robot manipulation tasks.

greatwallet /mountain-car

A simple baseline for mountain-car @ gym

leonjovanovic /drl-ddpg-lunar-lander

PyTorch application of reinforcement learning algorithm in OpenAI LunarLander - DDPG

Rashadows /DRL-for-ORAN-Resource-Allocation

Performance evaluation of several DRL algorithms in a discrete action-space for resource allocation in Open RAN

sirine-b /DDPG

This repository contains an implementation of Deep Deterministic Policy Gradient (DDPG), a reinforcement learning algorithm designed for environments with continuous action spaces. It features actor-critic architecture, experience replay, and exploration strategies, and is tested on environments like MountainCarContinuous. More info on Medium blog!

Lin-TzuLing /NYCU-DLP-2023

Deep Learning & Labs Course, NYCU, 2023

R4j4n /Twin-Delayed-DDPG-on-PybulletANT-Agent

Twin Delayed Deep Deterministic Policy Gradient Algorithm On PybulletAnt agent.

gowrijsuria /DDPG

Deep Deterministic Policy Gradients in Pytorch with Simulation in PyBullet