tsinghua-fib-lab / DyPSLinks
code for DyPS: Dynamic Parameter Sharing in Multi-Agent Reinforcement Learning for Spatio-Temporal Resource Allocation
☆29Updated last year
Alternatives and similar repositories for DyPS
Users that are interested in DyPS are comparing it to the libraries listed below
Sorting:
- ☆102Updated 6 months ago
- ☆36Updated last year
- MLJ: Libsignal: an open library for traffic signal control☆168Updated 4 months ago
- Context-Aware Taxi Dispatching at City-Scale Using Deep Reinforcement Learning☆70Updated 2 years ago
- ☆44Updated last year
- Source code of paper Combinatorial Optimization Meets Reinforcement Learning: Effective Taxi Order Dispatching at Large-Scale (TKDE 2022)…☆26Updated 3 years ago
- Official code for "Expression is enough: Improving traffic signal control with advanced traffic state representation ".☆48Updated last year
- ☆72Updated last year
- TransformerLight: A Novel Sequence Modeling Based Traffic Signaling Mechanism via Gated Transformer (29th ACM SIGKDD)☆31Updated 2 years ago
- Multi-Agent Reinforcement Learning for Traffic Signal Control through Universal Communication Method☆39Updated 10 months ago
- ☆15Updated 2 years ago
- Explainable Causal Reinforcement Learning with attention☆35Updated 2 years ago
- Inductive Graph Reinforcement Learning for Massive-Scale Traffic Signal Control☆66Updated 3 years ago
- Official implementation of "Graph Neural Network Reinforcement Learning for Autonomous Mobility-on-Demand☆82Updated 4 years ago
- Paper list of Reinforcement Learning (RL) applied on transportation☆109Updated 4 years ago
- Order Fulfillment by Multi-Agent Reinforcement Learning☆26Updated 2 years ago
- A plotter for reinforcement learning (RL) using Weights & Biases☆15Updated 2 years ago
- Reproducing several bandwidth-based traffic signal coordination models (including MaxBand, MultiBand, etc.)☆11Updated 5 years ago
- The pytorch implementation of DGN on grid world and Starcraft☆150Updated 4 years ago
- Implementation of Mean Field Multi-Agent Reinforcement Learning in Pytorch☆19Updated last year
- Effcient Ridesharing Dispatch Using Multi-Agent Reinforcement Learning☆51Updated 5 years ago
- Reinforcement Learning Benchmarks for Traffic Signal Control (RESCO)☆162Updated last month
- ☆67Updated 5 years ago
- Official repository of the paper TransfQMix: Transformers for Leveraging the Graph Structure of Multi-Agent Reinforcement Learning Proble…☆57Updated last year
- MetaLight: a value-based meta-reinforcement learning framework for traffic signal control☆44Updated 6 years ago
- A Collection of Multi-Agent Reinforcement Learning (MARL) Resources☆257Updated 3 years ago
- Offical code for Group-Aware Coordination Graph for Multi-Agent Reinforcement Learning☆29Updated last year
- [TPAMI] Interaction Pattern Disentangling for Multi-Agent Reinforcement Learning☆33Updated last year
- 多智能体强化学习（MARL）算法复现，包括QMIX，VDN，QTRAN、MAVEN等等☆214Updated 3 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