davidkerkkamp / DQN-GNNLinks
Deep Reinforcement Learning framework that uses GNN to solve planning tasks for infrastructural assets
☆17Updated 4 years ago
Alternatives and similar repositories for DQN-GNN
Users that are interested in DQN-GNN are comparing it to the libraries listed below
Sorting:
- Deep Q Network for Multi-agent RL☆15Updated 5 years ago
- Implementation code for GraphMIX: Graph Convolutional Value Decomposition in Multi-Agent Reinforcement Learning☆36Updated 4 years ago
- qmix☆23Updated 5 years ago
- Official repository of the paper TransfQMix: Transformers for Leveraging the Graph Structure of Multi-Agent Reinforcement Learning Proble…☆57Updated last year
- meta-MADDPG (Python implementation)☆19Updated 7 years ago
- Fully Decentralized Multi-Agent Reinforcement Learning with Networked Agents☆11Updated 4 years ago
- Implementation of Pareto Deep Q Networks in a multi-objective Gym Reinforcement Learning Environment☆16Updated 2 years ago
- 用DDPG/MADDPG/DQN/MADDPG+advantage实验 OpenAI开源的MPE环境☆24Updated 7 years ago
- The code for AAMAS2022 《GCS: Graph-based Coordination Strategy for Multi-Agent Reinforcement Learning》☆44Updated 4 years ago
- UAV offloading based on QMIX☆15Updated 2 years 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
- Experiments for performing empirical game-theoretic analysis of networked system control for common-pool resource management using multi-…☆18Updated 5 years ago
- A novel preference-driven multi-objective reinforcement learning algorithm using a single policy network that covers the entire preferenc…☆39Updated 2 years ago
- ☆14Updated 6 years ago
- (ICML 2023) The official code for RACE: Improve Multi-Agent Reinforcement Learning with Representation Asymmetry and Collaborative Evolut…☆42Updated 2 years ago
- ☆24Updated 5 months ago
- Implementations of MAPPO and IPPO on SMAC, the multi-agent StarCraft environment.☆77Updated 3 years ago
- Project on multi agent reinforcement learning applied on patrolling agents☆40Updated 6 years ago
- The official code releasement of publications in MARL field of TJU RL lab.☆86Updated 3 years ago
- ☆14Updated 5 years ago
- my code for paper Parameterized-DQN☆25Updated 4 years ago
- ☆91Updated 4 years ago
- 一个基于图神经网络的强化学习网络资源分配模型☆32Updated 3 years ago
- ☆14Updated 4 years ago
- Multi Agent adaptation of Soft Actor Critic Reinforcement Learning Algorithm☆22Updated 7 years ago
- The code of paper "Learning Heterogeneous Strategies via Graph-based Multi-agent Reinforcement Learning in Mixed Cooperative-Competitive …☆15Updated 4 years ago
- Code for "ALMA: Hierarchical Learning for Composite Multi-Agent Tasks" NeurIPS 2022☆31Updated 3 years ago
- scalable multi agents reinforcement learning☆63Updated 7 years ago
- Codes for paper of 'Solving job scheduling problems in a resource preemption environment with multi-agent reinforcement learning'☆52Updated 2 years ago
- Fully Cooperative Multi-Agent Deep Reinforcement Learning☆28Updated 6 years ago