DanieleGammelli / gnn-rl-for-amodLinks
Official implementation of "Graph Neural Network Reinforcement Learning for Autonomous Mobility-on-Demand
☆78Updated 4 years ago
Alternatives and similar repositories for gnn-rl-for-amod
Users that are interested in gnn-rl-for-amod are comparing it to the libraries listed below
Sorting:
- TorchGRL is the source code for our paper Graph Convolution-Based Deep Reinforcement Learning for Multi-Agent Decision-Making in Mixed…☆93Updated 2 years ago
- This is the official implementation of "Optimizing Large-Scale Fleet Management on a Road Network using Multi-Agent Deep Reinforcement Le…☆33Updated 3 years ago
- Inductive Graph Reinforcement Learning for Massive-Scale Traffic Signal Control☆62Updated 2 years ago
- reinforcement learning with pytorch geometric library☆48Updated 3 years ago
- ☆23Updated last year
- Code for our paper: Scalable Multi-Agent Reinforcement Learning through Intelligent Information Aggregation☆112Updated 5 months ago
- A novel preference-driven multi-objective reinforcement learning algorithm using a single policy network that covers the entire preferenc…☆31Updated last year
- Implementations of MAPPO and IPPO on SMAC, the multi-agent StarCraft environment.☆71Updated 3 years ago
- The pytorch implementation of DGN on grid world and Starcraft☆143Updated 3 years ago
- MetaLight: a value-based meta-reinforcement learning framework for traffic signal control☆39Updated 5 years ago
- 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
- Nash Q Learning☆31Updated 4 years ago
- Attention based model for learning to solve different routing problems☆40Updated 3 years ago
- ☆39Updated last year
- Implementation code for GraphMIX: Graph Convolutional Value Decomposition in Multi-Agent Reinforcement Learning☆33Updated 4 years ago
- Implementation of PPO Lagrangian in PyTorch☆47Updated 2 years ago
- The code for AAMAS2022 《GCS: Graph-based Coordination Strategy for Multi-Agent Reinforcement Learning》☆41Updated 3 years ago
- Paper list of multi-agent reinforcement learning (MARL)☆33Updated 3 years ago
- code implementation for 'Bi-level Actor-Critic for Multi-agent Coordination'(AAAI2020)☆59Updated 5 years ago
- Effcient Ridesharing Dispatch Using Multi-Agent Reinforcement Learning☆50Updated 5 years ago
- Uber's Multi-Agent Routing Value Iteration Network☆65Updated 4 years ago
- Cooperative Multi-goal Multi-stage Multi-agent Reinforcement Learning☆56Updated 3 years ago
- ☆57Updated last year
- Adds CityFlow to Gym☆29Updated 3 years ago
- Some multiagent deep reinforcement learning algorithms and its PyTorch implementation.☆13Updated 5 years ago
- ☆60Updated 5 years ago
- Public implementation of "Multi-Agent Graph-Attention Communication and Teaming" from AAMAS'21☆84Updated last year
- (ICML 2023) The official code for RACE: Improve Multi-Agent Reinforcement Learning with Representation Asymmetry and Collaborative Evolut…☆34Updated last year
- Multi-Agent Constrained Policy Optimisation (MACPO; MAPPO-L).☆177Updated last year
- Implementation for mSAC methods in PyTorch☆42Updated 3 years ago