AI Agent as Urban Planner: Steering Stakeholder Dynamics in Urban Planning via Consensus-based Multi-Agent Reinforcement Learning.
Kejiang QianLingjun MaoXin LiangYimin DingJin GaoXinran WeiZiyi GuoJiajie LiPublished in: CoRR (2023)
Keyphrases
- urban planning
- multi agent reinforcement learning
- multi agent
- multi agent systems
- multi agent learning
- learning agents
- artificial intelligence
- learning agent
- urban areas
- autonomous agents
- intelligent agents
- multiagent systems
- single agent
- public space
- geographical information systems
- stochastic games
- reinforcement learning
- multiple agents
- machine learning
- expert systems
- heuristic search
- geographic information systems
- agent interactions
- software agents
- spatial data
- cooperative
- planning domains
- learning capabilities
- video surveillance
- learning experience
- solving problems
- knowledge based systems
- state space
- dynamic programming
- change detection
- data mining