yerfor / Soft-DRGN
Official Pytorch implementation of Soft-DRGN (IEEE trans on Mobile Computing 2022)
☆27Updated 2 years ago
Alternatives and similar repositories for Soft-DRGN:
Users that are interested in Soft-DRGN are comparing it to the libraries listed below
- Parametrized Deep Q-Networks Learning: Reinforcement Learning with Discrete-Continuous Hybrid Action Space☆41Updated 2 years ago
- [ICDE 2023] Exploring both Individuality and Cooperation for Air-Ground Spatial Crowdsourcing by Multi-Agent Deep Reinforcement Learning☆18Updated 2 years ago
- [INFOCOM 2022] AoI-minimal UAV Crowdsensing by Model-based Graph Convolutional Reinforcement Learning☆49Updated last year
- Source code of paper "A Hierarchical Reinforcement Learning Algorithm Based on Attention Mechanism for UAV Autonomous Navigation"☆14Updated 2 years ago
- my code for paper Parameterized-DQN☆20Updated 3 years ago
- Code implementation of "Cooperative Trajectory Design of Multiple UAV Base Stations with Heterogeneous Graph Neural Networks".☆84Updated last year
- [ICDE 2022] Human-Drone Collaborative Spatial Crowdsourcing by Memory-Augmented Distributed Multi-Agent Deep Reinforcement Learning☆24Updated 2 years ago
- Codes for paper of 'Solving job scheduling problems in a resource preemption environment with multi-agent reinforcement learning'☆40Updated last year
- demo of multi-agent reinforcement learning algorithms, such as ATT-MADDPG (Modelling the Dynamic Joint Policy of Teammates with Attention…☆52Updated 3 years ago
- [TMC 2023] Delay-Sensitive Energy-Efficient UAV Crowdsensing by Deep Reinforcement Learning☆44Updated 2 years ago
- [ToN 2024] Ensuring Threshold AoI for UAV-assisted Mobile Crowdsensing by Multi-Agent Deep Reinforcement Learning with Transformer☆23Updated 11 months ago
- 无人机动态覆盖控制；1. 实现了一个无人机点覆盖环境；2. 给出了无人机连通保持规则；3. 给出了基于MARL的控制算法☆44Updated 4 months ago
- [JSAC 2018] Energy-Efficient UAV Control for Effective and Fair Communication Coverage: A Deep Reinforcement Learning Approach☆96Updated 10 months 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。☆41Updated last year
- D3QN Pytorch☆57Updated 3 years ago
- Use Multi-agent Twin Delayed Deep Deterministic Policy Gradient(TD3) algorithm to find reasonable paths for ships☆54Updated 2 years ago
- Algorithm that combines QMIX with SAC for Multi-Agent Reinforcement Learning.☆42Updated 2 years ago
- This is the source code of "Efficient training techniques for multi-agent reinforcement learning in combatant tasks".☆72Updated 4 years ago
- Is Centralized Training with Decentralized Execution Framework Centralized Enough for MARL?☆22Updated 7 months ago
- 多智能体强化学习VDN、QMIX、QTRAN、QPLEX复现☆28Updated last year
- using actor-critic method to dealing with the path-planning UAV problem☆17Updated 5 years ago
- An OpenAIGym-based framework allowing to test Delay-Aware Deep Reinforcement Learning algorithms for cooperative multi-UAV systems in ful…☆30Updated 4 months ago
- ☆9Updated 3 years ago
- ☆14Updated 3 years ago
- A clean and robust Pytorch implementation of SAC on discrete action space☆34Updated 2 months ago
- Code for our paper: Scalable Multi-Agent Reinforcement Learning through Intelligent Information Aggregation☆100Updated last week
- This open source library is available to summarize several years of research papers on graph reinforcement learning for the convenience o…☆19Updated 2 years ago
- Python implementation of DDQN multi-UAV data harvesting☆163Updated 3 years ago
- created an environment of 10*10 grid and 4 UAVs to carry out coverage path planning cooperatively☆84Updated 3 years ago