Opportunities for reinforcement learning in stochastic dynamic vehicle routing
From MaRDI portal
Publication:2108171
DOI10.1016/j.cor.2022.106071OpenAlexW4308780247MaRDI QIDQ2108171
Marlin W. Ulmer, Florentin D. Hildebrandt, Barrett W. Thomas
Publication date: 19 December 2022
Published in: Computers \& Operations Research (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1016/j.cor.2022.106071
surveycombinatorial optimizationmixed integer programmingreinforcement learningapproximate dynamic programmingstochastic dynamic vehicle routing
Related Items
Uses Software
Cites Work
- Unnamed Item
- Unnamed Item
- Integrating stochastic time-dependent travel speed in solution methods for the dynamic dial-a-ride problem
- Adaptive granular local search heuristic for a dynamic vehicle routing problem
- A rollout algorithm framework for heuristic solutions to finite-horizon stochastic dynamic programs
- A unified framework for stochastic optimization
- Dynamic lookahead policies for stochastic-dynamic inventory routing in bike sharing systems
- Value function approximation for dynamic multi-period vehicle routing
- Simple statistical gradient-following algorithms for connectionist reinforcement learning
- A new branch-and-cut algorithm for the capacitated vehicle routing problem
- Solving the dynamic ambulance relocation and dispatching problem using approximate dynamic programming
- A brief history of linear and mixed-integer programming computation
- Stochastic dynamic vehicle routing in the light of prescriptive analytics: a review
- Deep Q-learning for same-day delivery with vehicles and drones
- Approximate dynamic programming for planning a ride-hailing system using autonomous fleets of electric vehicles
- Meso-parametric value function approximation for dynamic customer acceptances in delivery routing
- Binary driver-customer familiarity in service routing
- Optimization for dynamic ride-sharing: a review
- Hybrid adaptive predictive control for the multi-vehicle dynamic pick-up and delivery problem based on genetic algorithms and fuzzy clustering
- Diversion Issues in Real-Time Vehicle Dispatching
- New Route Relaxation and Pricing Strategies for the Vehicle Routing Problem
- Dynamic-Programming Approximations for Stochastic Time-Staged Integer Multicommodity-Flow Problems
- Approximate Dynamic Programming for Ambulance Redeployment
- Vehicle Routing
- A Rollout Policy for the Vehicle Routing Problem with Stochastic Demands
- Parallel Tabu Search for Real-Time Vehicle Routing and Dispatching
- Scenario-Based Planning for Partially Dynamic Vehicle Routing with Stochastic Customers
- Waiting and Buffering Strategies for the Dynamic Pickup and Delivery Problem with Time Windows
