jw3il / graph-marlLinks
Multi-Agent Reinforcement Learning in Graphs
☆23Updated 10 months ago
Alternatives and similar repositories for graph-marl
Users that are interested in graph-marl are comparing it to the libraries listed below
Sorting:
- This open source library is available to summarize several years of research papers on graph reinforcement learning for the convenience o…☆20Updated 3 years ago
- The code shows how we can combine the ideas of deep reinforcement learning and graph neural networks☆25Updated last year
- Official Pytorch implementation of Soft-DRGN (IEEE trans on Mobile Computing 2022)☆34Updated 2 years ago
- PPO implementation of the DRL agent used in the paper "Deep Reinforcement Learning meets Graph Neural Networks: exploring a routing optim…☆115Updated 2 years ago
- Code for "Context-aware Communication for Multi-agent Reinforcement Learning"☆22Updated last year
- Official implementation of "Graph Neural Network Reinforcement Learning for Autonomous Mobility-on-Demand☆78Updated 4 years ago
- Code for our paper: Scalable Multi-Agent Reinforcement Learning through Intelligent Information Aggregation☆109Updated 5 months ago
- The code of paper "Learning Heterogeneous Strategies via Graph-based Multi-agent Reinforcement Learning in Mixed Cooperative-Competitive …☆14Updated 3 years ago
- The code for AAMAS2022 《GCS: Graph-based Coordination Strategy for Multi-Agent Reinforcement Learning》☆41Updated 3 years ago
- ☆30Updated last year
- Implementation code for GraphMIX: Graph Convolutional Value Decomposition in Multi-Agent Reinforcement Learning☆33Updated 4 years ago
- The visualization of a multi-agent reinforcement learning (MARL)-based strategy with efficient exploration strategy.☆19Updated 2 years ago
- [TPAMI] Interaction Pattern Disentangling for Multi-Agent Reinforcement Learning☆29Updated last year
- [IJCAI'24 - FlagVNE] Implementation of our paper "FlagVNE: A Flexible and Generalizable Reinforcement Learning Framework for Network Reso…☆28Updated 3 weeks ago
- [ICDE 2023] Exploring both Individuality and Cooperation for Air-Ground Spatial Crowdsourcing by Multi-Agent Deep Reinforcement Learning☆21Updated 2 years ago
- A novel preference-driven multi-objective reinforcement learning algorithm using a single policy network that covers the entire preferenc…☆30Updated last year
- Offical code for Group-Aware Coordination Graph for Multi-Agent Reinforcement Learning☆24Updated 9 months ago
- Code implementation for our paper "Decentralized Routing and Radio Resource Allocation in Wireless Ad Hoc Networks via Graph Reinforcemen…☆27Updated last year
- [ToN 2024] Ensuring Threshold AoI for UAV-assisted Mobile Crowdsensing by Multi-Agent Deep Reinforcement Learning with Transformer☆30Updated last year
- Official repository of the paper TransfQMix: Transformers for Leveraging the Graph Structure of Multi-Agent Reinforcement Learning Proble…☆50Updated last year
- Communication using GNN in MARL☆20Updated 3 years ago
- A clean and robust Pytorch implementation of SAC on discrete action space☆39Updated 7 months ago
- Public implementation of "Multi-Agent Graph-Attention Communication and Teaming" from AAMAS'21☆84Updated last year
- 一个基于图神经网络的强化学习网络资源分配模型☆29Updated 3 years ago
- ☆12Updated 7 months ago
- reinforcement learning with pytorch geometric library☆48Updated 3 years ago
- Fine-tuned MARL algorithms on SMAC (100% win rates on most scenarios)☆11Updated last year
- ☆9Updated 2 years ago
- Implementation for mSAC methods in PyTorch☆41Updated 3 years ago
- D3QN Pytorch☆63Updated 3 years ago