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☆73Dec 6, 2022Updated 3 years ago
- UAV PATH TRACKING AND DYNAMIC AVOIDANCE BASED ON ADS-B AND DEEP REINFORCEMENT LEARNING for Univerisity of Bristol RP3 final☆12Apr 18, 2023Updated 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
- Pytorch realization of multiple Deep Reinforcement Learning alogrithms(DQN,DDPG,TD3,PPO,A3C...) with openai gym☆58Aug 28, 2021Updated 4 years ago
- Adaptation of DQN, DDQN and COMA for multi-agent Gym environments☆10Oct 3, 2023Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- This repository contains most of pytorch implementation based classic deep reinforcement learning algorithms, including - DQN, DDQN, Duel…☆695Dec 18, 2025Updated 8 months ago
- Deep Q-Network (DQN) reinforcement learning agent for fixed-wing aircraft obstacle avoidance☆11Oct 1, 2018Updated 7 years ago
- DDPG algorithm for PID tuning☆34Sep 10, 2020Updated 5 years ago
- ☆30Aug 20, 2021Updated 4 years ago
- ☆20May 7, 2023Updated 3 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
- (NeurIPS 2018) Hardware Conditioned Policies for Multi-Robot Transfer Learning☆20Apr 8, 2019Updated 7 years ago
- ☆11Jan 11, 2022Updated 4 years ago
- Resource Management with DeepRL using TF Agents☆16Jul 27, 2020Updated 6 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Mxnet implementation of Deep Reinforcement Learning papers, such as DQN, PG, DDPG, PPO☆28Dec 8, 2022Updated 3 years ago
- Repository for the Udacity Deep Reinforcement Learning Nanodegree☆12Jul 9, 2019Updated 7 years ago
- simulation for https://ieeexplore.ieee.org/document/9434412☆30Mar 31, 2022Updated 4 years ago
- Code for the paper "AlwaysSafe: Reinforcement Learning Without Safety Constraint Violations During Training"☆17May 9, 2022Updated 4 years ago
- ROS2 template for inverse kinematics for leader-follower teleoperation using Pinocchio☆18Jun 13, 2024Updated 2 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
- Wolpertinger Training with DDPG (Pytorch), Deep Reinforcement Learning in Large Discrete Action Spaces. Multi-GPU/Singer-GPU/CPU compatib…☆64Dec 7, 2022Updated 3 years ago
- OAI Network Service in OSM☆12Sep 13, 2025Updated 11 months ago
- Using Q-Learning Control for path planning of mobile agents in an enviroment.☆18Oct 28, 2022Updated 3 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Implementations of algorithms from the Q-learning family. Implementations inlcude: DQN, DDQN, Dueling DQN, PER+DQN, Noisy DQN, C51☆326Mar 9, 2020Updated 6 years ago
- Every Node for Itself: Fully Distributed Service Coordination☆11Nov 8, 2021Updated 4 years ago
- Path Planning with Reinforcement Learning algorithms in an unknown environment☆21Jan 29, 2026Updated 6 months 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
- Virtual Network Function placement optimization with Deep Reinforcement Learning☆78Mar 25, 2023Updated 3 years ago
- Pytorch Implementation of Reinforcement Learning Algorithms ( Soft Actor Critic(SAC)/ DDPG / TD3 /DQN / A2C/ PPO / TRPO)☆235Jul 10, 2022Updated 4 years ago
- Use DeepMIMO dataset to generate samples for wireless power allocation☆12Feb 3, 2021Updated 5 years ago
- Implement some algorithms of RL☆46Mar 28, 2023Updated 3 years ago
- A simple building energy model written in Python.☆31Feb 14, 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.
- BranchingDQN☆51Jan 30, 2019Updated 7 years ago
- PyTorch implementation of Soft Actor-Critic (SAC), Twin Delayed DDPG (TD3), Actor-Critic (AC/A2C), Proximal Policy Optimization (PPO), QT…☆1,359Mar 13, 2025Updated last year
- ☆18Apr 17, 2019Updated 7 years ago
- planning trajectories for UAVs☆12Mar 21, 2021Updated 5 years ago
- Reinforcement Learning | tensorflow implementation of DQN, Dueling DQN and Double DQN performed on Atari Breakout☆98Jun 22, 2018Updated 8 years ago
- Learning robotic mobile manipulation with deep reinforcement learning☆38Jun 30, 2022Updated 4 years ago
- multi-turtlebot3 collision avoidance and navigation via DDPG-LSTM with Prioritized Experience Replay on ROS☆78Aug 29, 2022Updated 3 years ago