jw3il / graph-marlLinks
Multi-Agent Reinforcement Learning in Graphs
☆31Updated last year
Alternatives and similar repositories for graph-marl
Users that are interested in graph-marl are comparing it to the libraries listed below
Sorting:
- Code for our paper: Scalable Multi-Agent Reinforcement Learning through Intelligent Information Aggregation☆125Updated 3 months ago
- Official implementation of "Graph Neural Network Reinforcement Learning for Autonomous Mobility-on-Demand☆80Updated 4 years ago
- A novel preference-driven multi-objective reinforcement learning algorithm using a single policy network that covers the entire preferenc…☆34Updated last year
- The code of paper "Learning Heterogeneous Strategies via Graph-based Multi-agent Reinforcement Learning in Mixed Cooperative-Competitive …☆15Updated 4 years ago
- Official Pytorch implementation of Soft-DRGN (IEEE trans on Mobile Computing 2022)☆40Updated 3 years ago
- Implementation code for GraphMIX: Graph Convolutional Value Decomposition in Multi-Agent Reinforcement Learning☆35Updated 4 years ago
- This open source library is available to summarize several years of research papers on graph reinforcement learning for the convenience o…☆22Updated 3 years ago
- A plotter for reinforcement learning (RL) using Weights & Biases☆15Updated last year
- A clean and robust Pytorch implementation of SAC on discrete action space☆41Updated 11 months ago
- ☆93Updated 3 months ago
- demo of multi-agent reinforcement learning algorithms, such as ATT-MADDPG (Modelling the Dynamic Joint Policy of Teammates with Attention…☆63Updated 4 years ago
- The official code releasement of publications in MARL field of TJU RL lab.☆80Updated 3 years ago
- PyTorch implementation of MATD3☆13Updated 5 years ago
- Attention based model for learning to solve different routing problems☆43Updated 3 years ago
- Implementations of MAPPO and IPPO on SMAC, the multi-agent StarCraft environment.☆71Updated 3 years ago
- Reference code for the paper ""Centroid-Guided Target-Driven Topology Control Method for UAV Ad-Hoc Networks Based on Tiny Deep Reinforce…☆10Updated 11 months ago
- [ICDE 2023] Exploring both Individuality and Cooperation for Air-Ground Spatial Crowdsourcing by Multi-Agent Deep Reinforcement Learning☆24Updated 2 years ago
- Communication using GNN in MARL☆27Updated 3 years ago
- ☆45Updated 3 years ago
- Jax and Torch Multi-Agent SAC on PettingZoo API☆91Updated 10 months ago
- ☆18Updated 2 years ago
- The pytorch implementation of DGN on grid world and Starcraft☆147Updated 3 years ago
- The code shows how we can combine the ideas of deep reinforcement learning and graph neural networks☆28Updated last year
- PPO implementation of the DRL agent used in the paper "Deep Reinforcement Learning meets Graph Neural Networks: exploring a routing optim…☆134Updated 3 years ago
- The code for AAMAS2022 《GCS: Graph-based Coordination Strategy for Multi-Agent Reinforcement Learning》☆42Updated 3 years ago
- [EAAI] A two-stage reinforcement learning-based approach for multi-entity task allocation.☆24Updated last year
- Reinplemtation of paper "A reinforcement learning approach for optimizing multiple traveling salesman problems over graphs"☆66Updated 3 years ago
- [TPAMI] Interaction Pattern Disentangling for Multi-Agent Reinforcement Learning☆32Updated last year
- Codes for the paper "HAVEN: Hierarchical Cooperative Multi-Agent Reinforcement Learning with Dual Coordination Mechanism"☆25Updated 2 years 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☆59Updated last month