CyChan811 / DQNLinks
DQN by Matlab and Python
☆32Updated 5 years ago
Alternatives and similar repositories for DQN
Users that are interested in DQN are comparing it to the libraries listed below
Sorting:
- Use Multi-Agent Deep Deterministic Policy Gradient(DDPG) algorithm to find reasonable paths for ships☆35Updated 3 years ago
- my code for paper Parameterized-DQN☆23Updated 4 years ago
- Python implementation of DDQN multi-UAV data harvesting☆199Updated 3 years ago
- Use Multi-agent Twin Delayed Deep Deterministic Policy Gradient(TD3) algorithm to find reasonable paths for ships☆63Updated 2 years ago
- This is a reinforcement learning algorithm library. The code takes into account both performance and simplicity, with little dependence.☆104Updated 3 years ago
- created an environment of 10*10 grid and 4 UAVs to carry out coverage path planning cooperatively☆106Updated 4 years ago
- Deep Reinforcement Learning for UAV Routing in The Presence of Multiple Charging Stations☆28Updated 2 years ago
- 多代理(Multi agent)强化学习Qlearning算法在多目标探测问题(任务分配+功率优化)中的应用☆29Updated 6 years ago
- ☆38Updated 3 years ago
- Deep Q Network-based scheduling over two-hop wireless channels.☆16Updated 4 years ago
- 基于深度强化学习技术（DRL），提出了结合D3QN算法和多步学习的无人机3D路径优化算法。为进一步优化算法，提出一种三维同步导航和无线电测绘（SNARM）新框架。☆65Updated 2 years ago
- This is a repo for my Bachelor's dissertation, a topic about using Reinforcement Learning to solve EV charge Scheduling question.☆26Updated 2 years ago
- Simple and efficient implementation of DQN DDPG TD3 SAC PPO MADDPG MATD3 MASAC MAAC IPPO MAPPO HAPPO MAT MORL☆124Updated 3 months ago
- UAV trajectory design (DQN)☆22Updated 4 years ago
- Developed a Multi-Agent DDPG to solve Vehicle Scheduling problem.☆14Updated 2 years ago
- Deep Reinforcement Learning (DRL) algorithms have been successfully applied to a range of challenging simulated continuous control single…☆52Updated 6 years ago
- A solution for Dynamic Spectrum Management in Mission-Critical UAV Networks using Team Q learning as a Multi-Agent Reinforcement Learning…☆72Updated 4 years ago
- The source code is the entry for 2022 EUROCONTROL Air Transport Innovation Network Innovation Masterclass. The reinforcement learning mod…☆17Updated 3 years ago
- AI4IS / Multi-Dimensional-Decision-Making-for-UAV-Air-Combat-Based-on-Hierarchical-Reinforcement-LearningThis project is the partially open source code of EI thesis Multi-Dimensional Decision-Making for UAV Air Combat Based on Hierarchical Re…☆22Updated last year
- Codes for paper of 'Solving job scheduling problems in a resource preemption environment with multi-agent reinforcement learning'☆50Updated 2 years ago
- Parametrized Deep Q-Networks Learning: Reinforcement Learning with Discrete-Continuous Hybrid Action Space☆54Updated 3 years ago
- MBaranPeker / Pursuit-Evasion-Game-with-Deep-Reinforcement-Learning-in-an-environment-with-an-obstacleIn this study, a multi agent chase-escape problem using Deep Q learning. Actors of the problem are smart evader and smart pursuers with o…☆26Updated 2 years ago
- An optimized DDPG algorithm for autonomous path planning of UAV in network-unavailable environment☆43Updated 3 years ago
- A clean and robust implementation of Prioritized DQN and Prioritized Double DQN☆22Updated last year
- Implementation of Single-Agent and Multi-Agent Reinforcement Learning Algorithms. MATLAB.☆70Updated 7 years ago
- An OpenaAIGym-based framework allowing to test hybrid approaches (RL + path planning) for multi-UAV systems that are supposed to provide …☆124Updated last year
- using actor-critic method to dealing with the path-planning UAV problem☆19Updated 6 years ago
- The code of paper "Learning Heterogeneous Strategies via Graph-based Multi-agent Reinforcement Learning in Mixed Cooperative-Competitive …☆15Updated 4 years ago
- [JSAC 2018] Energy-Efficient UAV Control for Effective and Fair Communication Coverage: A Deep Reinforcement Learning Approach☆129Updated last year
- Code for Deep Reinforcement Learning Based UAV Path Planning Algorithm in Agricultural Time-Constrained Data Collection☆22Updated 2 years ago