DRP: Benchmarking Cooperative Multi-agent Reinforcement Learning Algorithms for Drone Routing Problems.
Shiyao DingHideki AoyamaDonghui LinPublished in: PRICAI (3) (2023)
Keyphrases
- routing problem
- reinforcement learning algorithms
- cooperative multi agent
- reinforcement learning
- state space
- model free
- vehicle routing problem
- reinforcement learning methods
- markov decision processes
- eligibility traces
- function approximation
- temporal difference
- routing algorithm
- reinforcement learning problems
- shortest path
- logic programming
- traveling salesman problem
- machine learning
- global optimization
- travel time
- multi agent
- learning algorithm
- reward function
- action selection
- optimal policy
- np hard
- function approximators
- dynamic programming
- linear programming
- ad hoc networks