Projects in Awesome Lists tagged with ddpg

https://github.com/datawhalechina/easy-rl

强化学习中文教程（蘑菇书🍄），在线阅读地址：https://datawhalechina.github.io/easy-rl/

a3c ddpg deep-reinforcement-learning double-dqn dqn dueling-dqn easy-rl imitation-learning policy-gradient ppo q-learning reinforcement-learning sarsa td3

Last synced: 10 May 2025

https://github.com/morvanzhou/reinforcement-learning-with-tensorflow

Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学

a3c actor-critic asynchronous-advantage-actor-critic ddpg deep-deterministic-policy-gradient deep-q-network double-dqn dqn dueling-dqn machine-learning policy-gradient ppo prioritized-replay proximal-policy-optimization q-learning reinforcement-learning sarsa sarsa-lambda tensorflow-tutorials tutorial

Last synced: 13 May 2025

https://github.com/MorvanZhou/Reinforcement-learning-with-tensorflow

Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学

a3c actor-critic asynchronous-advantage-actor-critic ddpg deep-deterministic-policy-gradient deep-q-network double-dqn dqn dueling-dqn machine-learning policy-gradient ppo prioritized-replay proximal-policy-optimization q-learning reinforcement-learning sarsa sarsa-lambda tensorflow-tutorials tutorial

Last synced: 30 Mar 2025

https://github.com/thu-ml/tianshou

An elegant PyTorch deep reinforcement learning library.

a2c atari bcq cql ddpg double-dqn dqn drl imitation-learning mujoco npg policy-gradient ppo pytorch rl sac td3 transferlab trpo

Last synced: 13 May 2025

https://github.com/udacity/deep-reinforcement-learning

Repo for the Deep Reinforcement Learning Nanodegree program

cross-entropy ddpg deep-reinforcement-learning dqn dynamic-programming hill-climbing ml-agents neural-networks openai-gym openai-gym-solutions ppo pytorch pytorch-rl reinforcement-learning reinforcement-learning-algorithms rl-algorithms

Last synced: 19 Jul 2025

https://github.com/ai4finance-foundation/elegantrl

Massively Parallel Deep Reinforcement Learning. 🔥

a2c bipedalwalkerhardcore ddpg dqn drl-pytorch efficient gae lightweight model-free-rl multiple-gpu per ppo pytorch reinforcement-learning sac stable td3

Last synced: 13 May 2025

https://github.com/AI4Finance-Foundation/ElegantRL

Massively Parallel Deep Reinforcement Learning. 🔥

a2c bipedalwalkerhardcore ddpg dqn drl-pytorch efficient gae lightweight model-free-rl multiple-gpu per ppo pytorch reinforcement-learning sac stable td3

Last synced: 02 Apr 2025

https://github.com/shangtongzhang/deeprl

Modularized Implementation of Deep RL Algorithms in PyTorch

a2c categorical-dqn ddpg deep-reinforcement-learning deeprl double-dqn dqn dueling-network-architecture option-critic option-critic-architecture ppo prioritized-experience-replay pytorch quantile-regression rainbow td3

Last synced: 13 Apr 2025

https://github.com/ShangtongZhang/DeepRL

Modularized Implementation of Deep RL Algorithms in PyTorch

a2c categorical-dqn ddpg deep-reinforcement-learning deeprl double-dqn dqn dueling-network-architecture option-critic option-critic-architecture ppo prioritized-experience-replay pytorch quantile-regression rainbow td3

Last synced: 01 Apr 2025

https://github.com/seungeunrho/minimalrl

Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)

a2c a3c acer ddpg deep-learning deep-reinforcement-learning dqn machine-learning policy-gradients ppo pytorch reinforce reinforcement-learning sac simple

Last synced: 15 May 2025

https://github.com/seungeunrho/minimalRL

Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)

a2c a3c acer ddpg deep-learning deep-reinforcement-learning dqn machine-learning policy-gradients ppo pytorch reinforce reinforcement-learning sac simple

Last synced: 03 Apr 2025

https://github.com/ai4finance-foundation/finrl-trading

For trading. Please star.

a2c-algorithm automated-stock-trading ddpg deep-reinforcement-learning ensemble-strategy openai-gym ppo sharpe-ratio stock-trading stock-trading-strategy

Last synced: 02 Apr 2026

https://github.com/AI4Finance-Foundation/FinRL-Trading

For trading. Please star.

a2c-algorithm automated-stock-trading ddpg deep-reinforcement-learning ensemble-strategy openai-gym ppo sharpe-ratio stock-trading stock-trading-strategy

Last synced: 05 May 2025

https://github.com/XinJingHao/DRL-Pytorch

Clean, Robust, and Unified PyTorch implementation of popular Deep Reinforcement Learning (DRL) algorithms (Q-learning, Duel DDQN, PER, C51, Noisy DQN, PPO, DDPG, TD3, SAC, ASL)

asl c51 categorical-dqn ddpg deep-reinforcement-learning double-dqn dueling-dqn machine-learning noisynet-dqn ppo prioritized-experience-replay pytorch q-learning reinforcement-learning sac td3

Last synced: 04 Mar 2025

https://github.com/agi-brain/xuance

XuanCe: A Comprehensive and Unified Deep Reinforcement Learning Library

a2c atari ddpg dqn google-research-football maddpg magent mappo mindspore mpe mujoco multi-agent-reinforcement-learning ppo pytorch qmix reinforcement-learning reinforcement-learning-library starcraft2 tensorflow2

Last synced: 27 May 2026

https://github.com/mushroomrl/mushroom-rl

Python library for Reinforcement Learning.

atari ddpg deep-learning deep-reinforcement-learning dqn mujoco openai-gym pybullet pytorch qlearning reinforcement-learning rl sac trpo

Last synced: 19 Sep 2025

https://github.com/MushroomRL/mushroom-rl

Python library for Reinforcement Learning.

atari ddpg deep-learning deep-reinforcement-learning dqn mujoco openai-gym pybullet pytorch qlearning reinforcement-learning rl sac trpo

Last synced: 01 Apr 2025

https://github.com/TianhongDai/reinforcement-learning-algorithms

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)

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

Last synced: 19 Jul 2025

https://github.com/cpnota/autonomous-learning-library

A PyTorch library for building deep reinforcement learning agents.

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

Last synced: 11 Sep 2025

https://github.com/archsyscall/deeprl-tensorflow2

🐋 Simple implementations of various popular Deep Reinforcement Learning algorithms using TensorFlow2

a2c a3c ddpg deep-learning deep-reinforcement-learning double-dqn dqn dueling-dqn machine-learning ppo rainbow-dqn reinforce reinforcement-learning sac tensorflow tensorflow2 trpo

Last synced: 05 Apr 2025

https://github.com/archsyscall/DeepRL-TensorFlow2

🐋 Simple implementations of various popular Deep Reinforcement Learning algorithms using TensorFlow2

a2c a3c ddpg deep-learning deep-reinforcement-learning double-dqn dqn dueling-dqn machine-learning ppo rainbow-dqn reinforce reinforcement-learning sac tensorflow tensorflow2 trpo

Last synced: 15 Oct 2025

https://github.com/chenglongchen/pytorch-drl

PyTorch implementations of various Deep Reinforcement Learning (DRL) algorithms for both single agent and multi-agent.

a2c acktr actor-critic advantage-actor-critic ddpg deep-deterministic-policy-gradient deep-q-network deep-reinforcement-learning dqn drl madrl multi-agent ppo proximal-policy-optimization pytorch reinforcement-learning rl

Last synced: 05 Apr 2025

https://github.com/dongminlee94/deep_rl

PyTorch implementation of deep reinforcement learning algorithms

a2c ddpg ddqn deep-reinforcement-learning dqn model-free-rl npg ppo pytorch sac sac-aea td3 trpo vpg

Last synced: 05 Apr 2025

https://github.com/navneet-nmk/pytorch-rl

This repository contains model-free deep reinforcement learning algorithms implemented in Pytorch

ddpg deep-learning deep-reinforcement-learning dqn experience-replay gan generative-adversarial-network gym mujoco mujoco-py openai openai-gym policy-gradient pytorch reinforcement-learning rl-algorithms robotics vae vae-gan variational-autoencoder

Last synced: 20 Oct 2025

https://github.com/sudharsan13296/deep-reinforcement-learning-with-python

Master classic RL, deep RL, distributional RL, inverse RL, and more using OpenAI Gym and TensorFlow with extensive Math

a2c a3c actor-critic bellman-equation c51 ddpg deep-learning deep-reinforcement-learning double-dqn dqn inverse-reinforcement-learning openai-gym policy-gradient ppo q-learning reinforcement-learning sac td3 trpo

Last synced: 05 Apr 2025

https://github.com/skylark0924/machine-learning-is-all-you-need

🔥🌟《Machine Learning 格物志》: ML + DL + RL basic codes and notes by sklearn, PyTorch, TensorFlow, Keras & the most important, from scratch!💪 This repository is ALL You Need!

actor-critic convolutional-neural-networks ddpg decision-trees deep-reinforcement-learning dqn gan k-nearest-neighbours keras logistic-regression lstm naive-bayes-classifier ppo pytorch qlearning random-forest resnet support-vector-machine tensorflow trpo

Last synced: 05 Apr 2025

https://github.com/iffix/machin

Reinforcement learning library(framework) designed for PyTorch, implements DQN, DDPG, A2C, PPO, SAC, MADDPG, A3C, APEX, IMPALA ...

a3c-pytorch ddpg deep-learning distributed dqn ppo prioritized-experience-replay python pytorch pytorch-lightning pytorch-reinforcement-learning reinforcement-learning sac td3

Last synced: 04 Apr 2025

https://github.com/morvanzhou/train-robot-arm-from-scratch

Build environment and train a robot arm from scratch (Reinforcement Learning)

ddpg machine-learning python reinforcement-learning reinforcement-learning-excercises robot-arm tensorflow tutorial

Last synced: 09 Oct 2025

https://github.com/zuoxingdong/lagom

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

artificial-intelligence cem cmaes ddpg deep-deterministic-policy-gradient deep-learning deep-reinforcement-learning evolution-strategies machine-learning mujoco policy-gradient ppo proximal-policy-optimization python pytorch reinforcement-learning research sac soft-actor-critic td3

Last synced: 02 Aug 2025

https://github.com/kengz/openai_lab

An experimentation framework for Reinforcement Learning using OpenAI Gym, Tensorflow, and Keras.

actor-critic ddpg deep-reinforcement-learning experiment keras openai policy-gradient reinforcement-learning tensorflow

Last synced: 09 Apr 2025

https://github.com/ikostrikov/pytorch-ddpg-naf

Implementation of algorithms for continuous control (DDPG and NAF).

ddpg deep-deterministic-policy-gradient deep-learning pytorch reinforcement-learning

Last synced: 07 Apr 2025

https://github.com/jimkon/Deep-Reinforcement-Learning-in-Large-Discrete-Action-Spaces

Implementation of the algorithm in Python 3, TensorFlow and OpenAI Gym

ddpg deep-reinforcement-learning discrete-actions wolpertinger

Last synced: 03 Apr 2025

https://github.com/allenpandas/tutorial4rl

Tutorial4RL: Tutorial for Reinforcement Learning. 强化学习入门教程.

a3c ddpg deep-reinforcement-learning dqn inverse-reinforcement-learning multi-agent-reinforcement-learning multi-agent-systems policy-gradient qlearning reinforcement-learning reinforcementlearning-tutorial rl-tutorial sarsa tutorial

Last synced: 17 Mar 2025

https://github.com/agentmaker/paddle-rlbooks

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

actor-critic c51 ddpg double-dqn dqn dueling-dqn noisy-dqn nstep-dqn paddlepaddle policy-gradient policy-gradient-with-baseline policy-iteration q-learning reinforce reinforcement-learning sac sarsa td3 value-iteration

Last synced: 02 Jul 2025

https://github.com/nikhilbarhate99/td3-pytorch-bipedalwalker-v2

Twin Delayed DDPG (TD3) PyTorch solution for Roboschool and Box2d environment

bipedalwalker ddpg deep-reinforcement-learning lunar-lander openai-gym openai-gym-environments pytorch pytorch-implmention reinforcement-learning td3

Last synced: 06 Mar 2026

https://github.com/urinx/reinforcementlearning

Reinforcing Your Learning of Reinforcement Learning

advantage-actor-critic alphago alphago-zero atari-2600 cartpole ddpg doom dqn frozenlake gomoku mcts policy-gradient ppo q-learning reinforcement-learning space-invaders tic-tac-toe

Last synced: 14 Jul 2025

https://github.com/hijkzzz/reinforcement-learning-wechat-jump

Reinforcement Learning for WeChat Jump

ai ddpg reinforcement-learning wechat-jump

Last synced: 22 Aug 2025

https://github.com/chendrag/mujoco-benchmark

Provide full reinforcement learning benchmark on mujoco environments, including ddpg, sac, td3, pg, a2c, ppo, library

baseline benchmark ddpg drl mujoco performance ppo pytorch results rl sac tianshou

Last synced: 17 Mar 2025

https://github.com/scitator/run-skeleton-run

Reason8.ai PyTorch solution for NIPS RL 2017 challenge

actor-critic ddpg ddpg-agent nips nips-2017 physics-based ppo pytorch pytorch-solution reinforcement-learning tensorflow trpo

Last synced: 05 Sep 2025

https://github.com/zhaoyingjun/general

Alignment成为GPT类大模型微调的必须环节，深度强化学习是Alignment的核心。本项目是一个支持非gym环境训练、支持可视化配置的深度强化学习应用编程框架，30分钟上手强化学习编程。

ddpg deep-reinforcement-learning dqn gui gym ppo tensorflow2

Last synced: 13 Apr 2025

https://github.com/alok/rl_implementations

a2c actor-critic ddpg deep-learning deep-q-learning deep-q-network deep-reinforcement-learning dqn hierarchical-reinforcement-learning lstm machine-learning meta-learning policy-gradient reinforcement-learning reptile

Last synced: 05 May 2025

https://github.com/jason-cky/deeprl-pytorch

Pytorch implementations of various Deep Reinforcement Learning algorithms on pybullet environments.

ddpg ppo pybullet-environments python3 pytorch-implementation reinforcement-learning-algorithms rlbench td3 trpo

Last synced: 10 Jul 2025

https://github.com/americast/drl_hvac

Optimising electricity expenditure in an HVAC system under dynamic electricity pricing scheme and weather conditions using a DDPG model.

ddpg deep-reinforcement-learning reinforcement-learning

Last synced: 14 Apr 2025

https://github.com/nikunj-gupta/fcmadrl

Fully Cooperative Multi-Agent Deep Reinforcement Learning

ddpg dqn machine-learning multiagent-systems reinforcement-learning

Last synced: 03 Jun 2026

https://github.com/abhilash1910/deep_reinforcement_learning_trading

Deep Reinforcement Learning for Trading

a2c a3c-agent actor-critic actor-critic-methods arima-model cnn-lstm-models ddpg double-dqn dqn-agents dueling-dqn ppo-agent prophet-model sac sarimax soft tensorflow2 time-series trading trading-strategies trpo

Last synced: 10 Apr 2025

https://github.com/realvnf/deepcoord

DeepCoord: Self-Learning Network and Service Coordination Using Deep Reinforcement Learning

coordination ddpg deep-reinforcement-learning keras multi-objective networking optimization python research self-learning service-coordination tensorflow

Last synced: 26 Oct 2025

https://github.com/qasimwani/rl-unity

Implementation of Deep Reinforcement Learning algorithms in the Unity game engine.

ddpg dqn-pytorch drl multi-agent-reinforcement-learning prioritized-experience-replay python3 pytorch td3 unity

Last synced: 12 Apr 2025

https://github.com/qasimwani/policy-value-methods

Deep Reinforcement Learning algorithms for Policy Value methods written from scratch.

a3c-lstm actor-critic algorithms augmented-random-search ddpg deep-neural-networks deep-reinforcement-learning evolutionary-algorithms openai-gym policy-gradient proximal-policy-optimization reinforce td3

Last synced: 12 Apr 2025

https://github.com/sksq96/deep-rl-quadcopter

Implementation of Deep Deterministic Policy Gradients (DDPG) to teach a Quadcopter How to Fly!

ddpg deep-deterministic-policy-gradient deep-learning deep-reinforcement-learning reinforcement-learning

Last synced: 27 Feb 2026

https://github.com/jianzhnie/rltoolkit

RLToolkit is a flexible and high-efficient reinforcement learning framework. Include implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....

a2c actor-critic ddpg ddqn dqn maddpg mappo ppo qmix rl sac td3 trpo

Last synced: 03 Aug 2025

https://github.com/khushhallchandra/pytorch-rl

Pytorch Implementation of RL algorithms

artificial-intelligence ddpg deep-learning dqn openai-gym python pytorch reinforcement-learning reinforcement-learning-algorithms rl-agents

Last synced: 11 Sep 2025

https://github.com/camigord/distributed_ddpg

Parallel implementation of DDPG

ddpg deep-reinforcement-learning

Last synced: 28 Apr 2025

https://github.com/lucadellalib/actorch

Deep reinforcement learning framework for fast prototyping based on PyTorch

a2c acktr actor-critic ddpg deep-learning deep-reinforcement-learning distributional-rl gymnasium machine-learning ppo python pytorch ray-tune reinforcement-learning retrace sac td3 trpo vtrace

Last synced: 13 Apr 2025

https://github.com/rystrauss/dopamax

Reinforcement learning in pure JAX.

alphazero anakin brax ddpg dopamax dqn jax mcts muzero podracer ppo reinforcement-learning sac td3

Last synced: 11 Sep 2025

https://github.com/soheil-mp/reinforcement-learning-algorithms

Step by Step Reinforcement Learning Tutorials.

alphazero ddpg deep-q-learning deep-q-network discretization dqn dynamic-programming finance markov-decision-processes monte-carlo policy-based-method reinforce reinforcement-learning temporal-difference

Last synced: 12 Apr 2025

https://github.com/sharif1093/digideep

A Deep Reinforcement Learning (DeepRL) package for RL algorithm developers.

ddpg deep-reinforcement-learning dm-control openai-gym ppo pytorch reinforcement-learning sac

Last synced: 19 Jul 2025

https://github.com/mhyrzt/precodernet

PrecoderNet: Hybrid Beamforming for Millimeter Wave Systems with Deep Reinforcement Learning

beamforming ddpg deep-reinforcement-learning digital-signal-processing dsp hybrid-beamforming paper-implementations

Last synced: 06 Nov 2025

https://github.com/kanishknavale/ddpg-per-pen

The DDPG algorithm incorporates Actor-Critic Deep Learning Agent for solving continuous action reinforcement learning problems.

actor-critic continuous-action-space ddpg ddpg-agent deep-learning deep-reinforcement-learning lunarlandercontinous-v2 openai-gym parameter-noise prioritized-experience-replay python3 pytorch reinforcement-learning

Last synced: 22 Apr 2025

https://github.com/jianzhnie/deep-rl-toolkit

RLToolkit is a flexible and high-efficient reinforcement learning framework. Include implementation of DQN, AC,A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....

actor-critic atari ddpg deep-reinforcement-learning dqn gym mujoco ppo sac td3 trpo

Last synced: 06 Sep 2025

https://github.com/rlopensource/spinning_up_kr

ddpg deep-deterministic-policy-gradient ou-noise ppo ppo2 proximal-policy-optimization reinforcement-learning robotics sac soft-actor-critic spinningup td3 trpo trust-region-policy-optimization

Last synced: 16 Jul 2025

https://github.com/phylliade/vinci

A generic, easy to use, and keras-compatible deep RL framework

ddpg deep-reinforcement-learning keras openai-gym tensorflow visualization

Last synced: 10 Apr 2025

https://github.com/jihoonerd/continuous-control-with-deep-reinforcement-learning

📖 Paper: Continuous control with deep reinforcement learning 🕹️

atari ddpg lunarlander-v2 pytorch reinforcement-learning

Last synced: 12 Feb 2026

https://github.com/m-romanenko/rl-quadcopter

Using Reinforcement Learning to teach a quadcopter how to fly

ddpg keras python reinforcement-learning

Last synced: 26 Oct 2025

https://github.com/sarodyatawatta/smart-calibration

Deep reinforcement learning for smart calibration of radio telescopes. Automatic hyper-parameter tuning.

ddpg distributed-computing elastic-net-regression hyperparameter-optimization influence-maps openai-gym pytorch radio-astronomy radio-telescopes reinforcement-learning sac sagecal td3

Last synced: 16 Aug 2025

https://github.com/arhik/ddpg_hfo

reinforcement learning experiment in HFO Partial Observable environment. This is an attempt to recreate or perform better if possible the results from the paper.

ddpg keras reinforcement-learning

Last synced: 13 Apr 2025

https://github.com/parshakova/angry_birds_rl

Playing Angry Birds: Deep Deterministic Policy Gradient with Attention-based Long Short-Term Memory

angrybirds ddpg tensorflow

Last synced: 19 Apr 2026

https://github.com/prakhr/reinforcement-learning-book

[Book] :- Andrea Lonza - Reinforcement Learning Algorithms with Python_ Learn, understand, and develop smart algorithms for addressing AI challenges-Packt Publishing (2019)

actor-critic baseline-cnns dagger ddpg dqn duckietown-environment gym gym-environment multiarmed-bandits policy-gradient policy-iteration pybox2d reinforce reinforcement-learning-algorithms roboschool sarsa-learning td3 tensorflow trpo value-iteration

Last synced: 03 Mar 2026

https://github.com/amifunny/reinforce_adventure

This Repository contains my implementation of popular algorithms on popular environments.

actor-critic bandit ddpg dqn dqn-tensorflow gym openai reinforcement-learning reinforcement-learning-algorithms rl

Last synced: 25 Mar 2025

https://github.com/legalaspro/maddpg-zoo-torch

A modern implementation of MADDPG and MADDPG-Approx algorithms using PyTorch and PettingZoo environments. This project provides a clean, modular framework for multi-agent reinforcement learning research, featuring parallel training capabilities, comprehensive visualization tools, and support for various cooperative and competitive scenarios

ddpg farama-foundation maddpg maddpg-pytorch mpe multiagent-reinforcement-learning pettingzoo pytorch supersuit

Last synced: 30 Apr 2026

https://github.com/i-m-iron-man/libtorch_mujoco_ddpg

DDPG algorithm on an inverted pendulum environment using Mujoco(C++) and pytorch C++ front end.

cpp ddpg deep-reinforcement-learning inverted-pendulum mujoco pytorch-cpp pytorch-cpp-frontend pytorch-implementation

Last synced: 16 Mar 2025

https://github.com/markub3327/ddpg-tf

Deep Deterministic Policy Gradients

actor critic ddpg deep-learning game machine-learning openai-gym python3 reinforcement-learning tensorflow2

Last synced: 18 May 2026

https://github.com/wondervictor/autotuner

[ACM SIGMOD 2019] AutoDBA by Deep Reinforcement Learning

ddpg deep-reinforcement-learning dqn

Last synced: 27 Oct 2025

https://github.com/mokeddembillel/continuous-rl

A codebase for continuous action spaces Reinforcement Learning algorithms

codebase ddpg ddpg-algorithm ddpg-pytorch reinforcement-learning reinforcement-learning-algorithms sac sac-pytorch soft-actor-critic soft-q-learning sql sql-pytorch td3 td3-pytorch

Last synced: 12 May 2026

https://github.com/iamhatesz/drlnd

Projects from Udacity's Deep Reinforcement Learning Nanodegree course.

ddpg deep-reinforcement-learning dqn maddpg python pytorch udacity-deep-reinforcement-learning udacity-nanodegree

Last synced: 18 Apr 2026

https://github.com/deepbiolab/drl-trading

Research on Deep Reinforcement Learning (DRL) for stock trading

ai-trading ddpg dqn reinforcement-learning

Last synced: 26 Apr 2026

https://github.com/deepbiolab/multi-agent-ddpg

Implementation of MADDPG for cooperative-competitive multi-agent environments

ddpg maddpg multiple-agent reinforcement-learning

Last synced: 29 Apr 2026

https://github.com/sabamadadi/ddpg-bipedalwalker-v3

PyTorch implementation of a Deep Deterministic Policy Gradient (DDPG) agent for solving the continuous control task in OpenAI Gym’s BipedalWalker-v3 environment.

ddpg reinforcement-learning

Last synced: 18 May 2026

https://github.com/sykwer/tensorflow_ddpg

DDPG implementation for aigym environment, depending on TensorFlow.

ddpg gym python3 reinforcement-learning tensowflow

Last synced: 01 May 2026

https://github.com/manuelseeger/rl-quadcopter-2

My implementation of Udacity ML Nanodegree Quadcopter project

ddpg deep-learning deep-reinforcement-learning keras machine-learning nanodegree notebook python quadcopter reinforcement-learning sacred udacity

Last synced: 11 May 2026

https://github.com/neka-nat/player_zoo

Deep reinforcement learning implementations

a3c cem ddpg deep-q-network deep-reinforcement-learning double-dqn dueling-dqn prioritized-replay pytorch reinforcement-learning visdom

Last synced: 06 May 2026

https://github.com/rocksonzeta/ddpg

ddpg algorithm

ddpg tensorflow

Last synced: 15 May 2026

https://github.com/dylanzenner/stock-rl

This repo contains our project for CPE 800 which focuses on reinforcement learning for stock prediction

a2c alpaca-trading-api aws ddpg ensemble github-actions ppo reinforcement-learning stablebaselines3 td3 terraform terraform-cloud

Last synced: 12 Jan 2026

https://github.com/wondervictor/reinforcement.learning

Reinforcement Learning Playground

a2c ddpg deep-reinforcement-learning dqn dueling-network-architecture reinforcement-learning

Last synced: 17 Apr 2026

https://github.com/shashist/bachelor-thesis

BS diploma at MIPT DCAM

ddpg deep-deterministic-policy-gradient recommendation-system reinforcement-learning

Last synced: 15 Mar 2025

https://github.com/legalaspro/rl-odyssey

RL-Odyssey is a research framework for continuous control that implements state-of-the-art RL algorithms (SAC, TD3, PPO, etc.) with clean experiment scripts and interactive notebooks.

a3c actor-critic continuous-control ddpg deep-learning deep-reinforcement-learning dm-control gymnasium mujoco policy-gradient ppo proximal-policy-optimization pytorch reinforcement-learning sac soft-actor-critic td3 trpo trust-region-policy-optimization