Spatial-Aware Deep Reinforcement Learning for the Traveling Officer Problem.
Niklas StraußMatthias SchubertPublished in: SDM (2024)
Keyphrases
- reinforcement learning
- spatio temporal
- spatial information
- function approximation
- spatial and temporal
- state space
- learning algorithm
- spatial data
- data sets
- reinforcement learning algorithms
- optimal control
- learning process
- space time
- spatial distribution
- deep learning
- spatial constraints
- learning capabilities
- action selection
- model free
- spatial objects
- machine learning
- spatial databases
- learning environment
- markov decision processes
- real world
- spatial relations
- database
- road network
- stochastic approximation