transparent-framework / optimize-ride-sharing-earnings
A GitHub repository associated with paper "Learn to Earn: Enabling Coordination Within a Ride-Hailing Fleet"
☆9Updated 4 years ago
Related projects: ⓘ
- Paper list of multi-agent reinforcement learning (MARL)☆25Updated 2 years ago
- Effcient Ridesharing Dispatch Using Multi-Agent Reinforcement Learning☆45Updated 4 years ago
- Adds CityFlow to Gym☆28Updated 2 years ago
- This is the official implementation of "Optimizing Large-Scale Fleet Management on a Road Network using Multi-Agent Deep Reinforcement Le…☆32Updated 2 years ago
- IPDALight for traffic signal control☆18Updated 6 months ago
- Order Fulfillment by Multi-Agent Reinforcement Learning☆16Updated 9 months ago
- Inductive Graph Reinforcement Learning for Massive-Scale Traffic Signal Control☆54Updated last year
- ☆13Updated 3 years ago
- MetaLight: a value-based meta-reinforcement learning framework for traffic signal control☆37Updated 4 years ago
- ☆11Updated 4 years ago
- Multi-Agent Reinforcement Learning☆12Updated 4 years ago
- ☆36Updated 4 months ago
- Official implementation of "Graph Neural Network Reinforcement Learning for Autonomous Mobility-on-Demand☆68Updated 3 years ago
- Paper list of Reinforcement Learning (RL) applied on transportation☆80Updated 2 years ago
- Some multiagent deep reinforcement learning algorithms and its PyTorch implementation.☆11Updated 4 years ago
- qmix☆21Updated 4 years ago
- code for "Data Might be Enough: Bridge Real-World Traffic Signal Control Using Offline Reinforcement Learning"☆10Updated 4 months ago
- Code for Multi-agent reinforcement learning to unify order-matching and vehicle-repositioning in ride-hailing services☆15Updated 2 years ago
- Source code of paper Combinatorial Optimization Meets Reinforcement Learning: Effective Taxi Order Dispatching at Large-Scale (TKDE 2022)…☆20Updated 2 years ago
- Problem Statement A smart city needs smart mobility, and to achieve this objective, the travel should be made convenient through sustain…☆18Updated 5 years ago
- ☆10Updated 2 years ago
- Learning Fair Policies in Decentralized Cooperative Multi-Agent Reinforcement Learning☆11Updated 2 years ago
- An implementation for CVRP problem with A3C+Attention mechanism and GCN☆13Updated 4 years ago
- Learning in Noisy MDP (which is governed by stochastic, exogenous input processes) with input-dependent baseline☆10Updated 4 years ago
- Attention based model for learning to solve different routing problems☆36Updated 2 years ago
- Implementation code for GraphMIX: Graph Convolutional Value Decomposition in Multi-Agent Reinforcement Learning☆26Updated 3 years ago
- ☆47Updated 2 years ago
- ☆35Updated 4 months ago
- This repository contains the code for the paper "UniTSA: A Universal Reinforcement Learning Framework for V2X Traffic Signal Control".☆22Updated 3 months ago
- ☆16Updated 3 years ago