Basic reinforcement learning algorithms. Including:DQN,Double DQN, Dueling DQN, SARSA, REINFORCE, baseline-REINFORCE, Actor-Critic,DDPG,DDPG for discrete action space, A2C, A3C, TD3, SAC, TRPO
☆97Mar 1, 2021Updated 5 years ago
Alternatives and similar repositories for Deep-Reinforcement-Learning-with-pytorch
Users that are interested in Deep-Reinforcement-Learning-with-pytorch are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- very easy implementation of dueling DQN in pytorch☆74Dec 6, 2022Updated 3 years ago
- Transfer learning in deep reinforcement learning for continuous control. Implemented DDPG and TD3 algorithms and evaluated ability to ada…☆18Feb 25, 2025Updated last year
- Deep Q-Network (DQN) reinforcement learning agent for fixed-wing aircraft obstacle avoidance☆11Oct 1, 2018Updated 7 years ago
- Pytorch realization of multiple Deep Reinforcement Learning alogrithms(DQN,DDPG,TD3,PPO,A3C...) with openai gym☆58Aug 28, 2021Updated 4 years ago
- This repository contains most of pytorch implementation based classic deep reinforcement learning algorithms, including - DQN, DDQN, Duel…☆696Dec 18, 2025Updated 6 months ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- (NeurIPS 2018) Hardware Conditioned Policies for Multi-Robot Transfer Learning☆20Apr 8, 2019Updated 7 years ago
- ☆20May 7, 2023Updated 3 years ago
- ☆30Aug 20, 2021Updated 4 years ago
- DDPG algorithm for PID tuning☆33Sep 10, 2020Updated 5 years ago
- Re-produce DQN, REINFORCE, REINFORCE with baseline, one-step AC, QAC, QAC with shared network, PPO2, DDPG, TD3, SAC, SAC discrete，A2C，A3C☆21Jul 27, 2020Updated 5 years ago
- Online Service Function Chain Deployment for Live-Video virtualized Content Delivery Networks, a Deep Reinforcement Learning approach pap…☆10Nov 8, 2021Updated 4 years ago
- ☆11Jan 11, 2022Updated 4 years ago
- Resource Management with DeepRL using TF Agents☆16Jul 27, 2020Updated 5 years ago
- The opensource for a graph neural network and pointer network-based approach for QoS-aware service composition☆19Jun 4, 2022Updated 4 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Mxnet implementation of Deep Reinforcement Learning papers, such as DQN, PG, DDPG, PPO☆28Dec 8, 2022Updated 3 years ago
- ROS2 template for inverse kinematics for leader-follower teleoperation using Pinocchio☆18Jun 13, 2024Updated 2 years ago
- Code for the paper "AlwaysSafe: Reinforcement Learning Without Safety Constraint Violations During Training"☆17May 9, 2022Updated 4 years ago
- simulation for https://ieeexplore.ieee.org/document/9434412☆30Mar 31, 2022Updated 4 years ago
- PyTorch implementation of the paper "Deep Reinforcement Learning in Large Discrete Action Spaces" (Gabriel Dulac-Arnold, Richard Evans, H…☆69Nov 28, 2019Updated 6 years ago
- Wolpertinger Training with DDPG (Pytorch), Deep Reinforcement Learning in Large Discrete Action Spaces. Multi-GPU/Singer-GPU/CPU compatib…☆65Dec 7, 2022Updated 3 years ago
- RLToolkit is a flexible and high-efficient reinforcement learning framework. Include implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG,…☆20Dec 14, 2023Updated 2 years ago
- Repository for the Udacity Deep Reinforcement Learning Nanodegree☆12Jul 9, 2019Updated 6 years ago
- Using Q-Learning Control for path planning of mobile agents in an enviroment.☆18Oct 28, 2022Updated 3 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- secure transmission for UAV communication systems based on deep learning☆41May 31, 2021Updated 5 years ago
- [ICRA 2025] We present a Morphology-Informed Heterogeneous Graph Neural Network (MI-HGNN) for learning-based contact perception. The arch…☆39Feb 2, 2026Updated 4 months ago
- Implementations of algorithms from the Q-learning family. Implementations inlcude: DQN, DDQN, Dueling DQN, PER+DQN, Noisy DQN, C51☆324Mar 9, 2020Updated 6 years ago
- Path Planning with Reinforcement Learning algorithms in an unknown environment☆21Jan 29, 2026Updated 4 months ago
- Every Node for Itself: Fully Distributed Service Coordination☆10Nov 8, 2021Updated 4 years ago
- TensorFlow implementation of Deep RL (Reinforcement Learning) papers based on deep Q-learning (DQN)☆10Mar 1, 2018Updated 8 years ago
- Pytorch Implementation of Reinforcement Learning Algorithms ( Soft Actor Critic(SAC)/ DDPG / TD3 /DQN / A2C/ PPO / TRPO)☆231Jul 10, 2022Updated 3 years ago
- DQN-Atari-Agents: Modularized & Parallel PyTorch implementation of several DQN Agents, i.a. DDQN, Dueling DQN, Noisy DQN, C51, Rainbow,…☆122Dec 18, 2020Updated 5 years ago
- Use DeepMIMO dataset to generate samples for wireless power allocation☆11Feb 3, 2021Updated 5 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- deep-reinforcement-learning☆16Mar 16, 2019Updated 7 years ago
- Paper list for constrained policy optimization in reinforcement learning.☆74Nov 7, 2023Updated 2 years ago
- Implement some algorithms of RL☆46Mar 28, 2023Updated 3 years ago
- BranchingDQN☆51Jan 30, 2019Updated 7 years ago
- Course project of SJTU EE357: Computer Network, advised by Prof. Na Ruan. We implemented and improved "A Hierarchical Framework of Cloud …☆38Jun 26, 2019Updated 6 years ago
- A library for Vrep/CoppeliaSim and Simulink；Vrep/CoppeliaSim和Simulink之间的通讯库☆19Jan 27, 2023Updated 3 years ago
- PyTorch implementation of Soft Actor-Critic (SAC), Twin Delayed DDPG (TD3), Actor-Critic (AC/A2C), Proximal Policy Optimization (PPO), QT…☆1,345Mar 13, 2025Updated last year