tsinghua-fib-lab / DyPSLinks
code for DyPS: Dynamic Parameter Sharing in Multi-Agent Reinforcement Learning for Spatio-Temporal Resource Allocation
☆24Updated 9 months ago
Alternatives and similar repositories for DyPS
Users that are interested in DyPS are comparing it to the libraries listed below
Sorting:
- ☆90Updated 3 weeks ago
- ☆62Updated last year
- Official code for "Expression is enough: Improving traffic signal control with advanced traffic state representation ".☆44Updated last year
- ☆42Updated last year
- MetaLight: a value-based meta-reinforcement learning framework for traffic signal control☆40Updated 5 years ago
- Inductive Graph Reinforcement Learning for Massive-Scale Traffic Signal Control☆64Updated 2 years ago
- Multi-Agent Reinforcement Learning for Traffic Signal Control through Universal Communication Method☆38Updated 4 months ago
- ☆144Updated 2 weeks ago
- Context-Aware Taxi Dispatching at City-Scale Using Deep Reinforcement Learning☆66Updated last year
- A plotter for reinforcement learning (RL) using Weights & Biases☆16Updated last year
- ☆62Updated 5 years ago
- Implementation of Mean Field Multi-Agent Reinforcement Learning in Pytorch☆17Updated last year
- Reproducing several bandwidth-based traffic signal coordination models (including MaxBand, MultiBand, etc.)☆11Updated 4 years ago
- 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☆118Updated last month
- TransformerLight: A Novel Sequence Modeling Based Traffic Signaling Mechanism via Gated Transformer (29th ACM SIGKDD)☆27Updated last year
- Reinforcement Learning Benchmarks for Traffic Signal Control (RESCO)☆145Updated last year
- Official code for "Knowledge intensive state design for traffic signal control"☆24Updated last year
- Source code of paper Combinatorial Optimization Meets Reinforcement Learning: Effective Taxi Order Dispatching at Large-Scale (TKDE 2022)…☆24Updated 3 years ago
- A Collection of Multi-Agent Reinforcement Learning (MARL) Resources☆243Updated 2 years ago
- 多智能体强化学习(MARL)算法复现,包括QMIX,VDN,QTRAN、MAVEN等等☆202Updated 3 years ago
- Paper list of Reinforcement Learning (RL) applied on transportation☆100Updated 3 years ago
- Pytorch realization of multiple Deep Reinforcement Learning alogrithms(DQN,DDPG,TD3,PPO,A3C...) with openai gym☆56Updated 3 years ago
- ☆13Updated last year
- multi agent RL for traffic light control in Sumo using distributed PPO☆136Updated 2 years ago
- ☆23Updated last year
- ☆14Updated 3 years ago
- IPDALight for traffic signal control☆18Updated last year
- Codes for the paper "HAVEN: Hierarchical Cooperative Multi-Agent Reinforcement Learning with Dual Coordination Mechanism"☆25Updated 2 years ago
- Order Fulfillment by Multi-Agent Reinforcement Learning☆24Updated last year