cloudpetticoats / deep-reinforcement-learningView external linksLinks
Deep reinforcement learning algorithms implemented using PyTorch, including DQN、DDPG、PPO、SAC、DDQN、Noisy-DQN.
☆38Oct 17, 2025Updated 3 months ago
Alternatives and similar repositories for deep-reinforcement-learning
Users that are interested in deep-reinforcement-learning are comparing it to the libraries listed below
Sorting:
- SYMBXRL: Symbolic Explainable Deep Reinforcement Learning for Mobile Networks☆20Jun 26, 2025Updated 7 months ago
- A multi-agent reinforcement learning framework for optimizing coverage and connectivity in Space-Air-Ground integrated networks. This pro…☆52Oct 25, 2025Updated 3 months ago
- ☆15Sep 29, 2023Updated 2 years ago
- ☆17Dec 12, 2022Updated 3 years ago
- Code for paper "Real-time Neural Network Inference on Extremely Weak Devices: Agile Offloading with Explainable AI" (MobiCom'22)☆18Apr 13, 2023Updated 2 years ago
- ☆22Sep 23, 2025Updated 4 months ago
- Reinforcement Learning-based Placement of Charging Stations in Urban Road Networks☆19Feb 13, 2024Updated 2 years ago
- OpenAI Gym Environments for the Application of Reinforcement Learning in the Simulation of Wireless Networked Feedback Control Loops☆14Feb 5, 2021Updated 5 years ago
- ☆21May 7, 2021Updated 4 years ago
- MEC task offloading(change ddpg into SAC)☆22Jun 20, 2022Updated 3 years ago
- Deep Q network-based power allocation for multi-cell massive MIMO cellular network.☆21Dec 17, 2023Updated 2 years ago
- In this study, a multi agent chase-escape problem using Deep Q learning. Actors of the problem are smart evader and smart pursuers with o…☆28Jun 29, 2023Updated 2 years ago
- A repository for a Deep Q-Learning approach to intrusion detection for networks cyber-attacks.☆10Sep 3, 2021Updated 4 years ago
- Crime and Criminal Analysis System integrating geospatial, temporal, and demographic analytics for predictive modeling of criminal activ…☆12Aug 27, 2024Updated last year
- A novel preference-driven multi-objective reinforcement learning algorithm using a single policy network that covers the entire preferenc…☆39Nov 15, 2023Updated 2 years ago
- This repository contains the implementation codes of deep reinforcement learning (DRL) in user association and resource allocation in het…☆78Jul 9, 2020Updated 5 years ago
- Asset Tracking using Edge Computing and Computer Vision.☆35Dec 15, 2022Updated 3 years ago
- This project optimizes EV charging station placement and capacity using MATLAB. It calculates optimal locations based on voltage stabilit…☆16Oct 10, 2024Updated last year
- ☆10Dec 10, 2021Updated 4 years ago
- a Federated Learning Framework adapted for resource-constrained environments, focusing on IoT devices☆10Oct 6, 2025Updated 4 months ago
- Implementation of Dynamic Computation Offloading Control Logic in a Software-Defined Vehicle (SDV) System☆11Dec 19, 2024Updated last year
- Sudan Local Chapter - Analyzing Healthcare Accessibility in Sudan☆13Apr 5, 2025Updated 10 months ago
- Radio channel simulator for non terrestrial networks (Satellite / UAV) in urban environments☆32Aug 23, 2023Updated 2 years ago
- ☆39Jul 24, 2024Updated last year
- Source code for "Congestion-aware Distributed Task Offloading in Wireless Multi-hop Networks Using Graph Neural Networks"☆14Oct 23, 2024Updated last year
- My undergraduate final project - Modeling and control of a distillation column using neural networks and reinforcement learning.☆12Apr 28, 2020Updated 5 years ago
- ☆20Dec 10, 2024Updated last year
- ☆10Jul 26, 2024Updated last year
- Improving scalability of RL algorithms using GNNs: A case study in optimal EV charging.☆25Oct 16, 2025Updated 3 months ago
- Official implementation of the UMDQN algorithm presented in the scientific research paper entitled "Distributional Reinforcement Learning…☆11Jun 3, 2022Updated 3 years ago
- Deep Reinforcement Learning based Autonomous Driving Agents☆10Jul 7, 2022Updated 3 years ago
- This is a DQN-based recommendation system for item-list recommendation and it finally achieved second place in the competition of RL-base…☆11Oct 8, 2021Updated 4 years ago
- Automate the process of Spatial Multi-Criteria Decision Analysis for housing development targeting Urban Planners. This project is focuse…☆10Mar 18, 2023Updated 2 years ago
- Federated Learning on Energy Dataset for load forecasting using clustering and sequential DNN methods☆14Sep 19, 2024Updated last year
- code for☆11Apr 10, 2021Updated 4 years ago
- Source code for "Knowledge-guided Evolutionary Algorithm for Multi-satellite Resource Scheduling Optimization"☆12Jan 2, 2024Updated 2 years ago
- An HTTP client for the Rust AWS SDK that runs on Fastly Compute @ Edge☆10Nov 11, 2025Updated 3 months ago
- [ICML 2024 Oral] Consistent Adversarial Robust Deep Q Networks (CAR-DQN)☆15Feb 27, 2025Updated 11 months ago
- Reinforcement learning project using deep Q-learning to control the operations of an electrical microgrid☆10Jan 3, 2023Updated 3 years ago