A Reinforcement Learning-Based Incentive Mechanism for Task Allocation Under Spatiotemporal Crowdsensing.
Kaige JiangYingjie WangHaipeng WangZhaowei LiuQilong HanAo ZhouChaocan XiangZhipeng CaiPublished in: IEEE Trans. Comput. Soc. Syst. (2024)
Keyphrases
- incentive mechanism
- reinforcement learning
- free riding
- public goods
- knowledge sharing
- coalition formation
- markov decision processes
- reinforcement learning algorithms
- multi agent
- reinforcement learning agents
- single agent
- transfer learning
- multiagent systems
- state space
- group buying
- multi agent systems
- anonymous communication
- load balancing
- information sharing
- multi robot
- optimal policy
- dynamic environments