Spatial planning of urban communities via deep reinforcement learning.
Yu ZhengYuming LinLiang ZhaoTinghai WuDepeng JinYong LiPublished in: Nat. Comput. Sci. (2023)
Keyphrases
- reinforcement learning
- urban planning
- action selection
- spatial information
- spatial and temporal
- spatial data
- spatio temporal
- spatial analysis
- model free
- function approximation
- optimal policy
- deterministic domains
- social networks
- state space
- spatial databases
- machine learning
- partial observability
- complex domains
- partially observable
- learning algorithm
- heuristic search
- decision theoretic
- stochastic domains
- space time
- planning problems
- learning community
- ai planning
- temporal difference
- urban areas
- reinforcement learning algorithms
- community detection
- planning systems
- spatial distribution
- spatial patterns
- planning domains
- dynamic programming
- computer science