Cooperative task assignment in spatial crowdsourcing via multi-agent deep reinforcement learning.
Pengcheng ZhaoXiang LiShang GaoXiaohui WeiPublished in: J. Syst. Archit. (2022)
Keyphrases
- multi agent
- cooperative
- reinforcement learning
- multi agent systems
- multi agent reinforcement learning
- spatial data
- function approximation
- state space
- intelligent agents
- spatial information
- multiagent reinforcement learning
- learning algorithm
- single agent
- multiagent systems
- spatio temporal
- multi agent environments
- learning agents
- reinforcement learning algorithms
- model free
- spatial reasoning
- crowd sourced
- traffic signal control
- game theory
- autonomous agents
- temporal difference
- multiple agents
- cooperative learning
- coalition formation
- spatial distribution
- heterogeneous agents
- markov decision processes
- transfer learning