4 citations · 6 across the 5 of their papers we have counts for
5 papers
Strategic Planning for Flexible Agent Availability in Large Taxi Fleets
Rajiv Ranjan Kumar, Pradeep Varakantham, Shih-Fen Cheng
In large-scale multi-agent systems like taxi fleets, individual agents (taxi drivers) are self-interested (maximizing their own profits) and this can introduce inefficiencies in th…
Preference-Aware Delivery Planning for Last-Mile Logistics
Qian Shao, Shih-Fen Cheng
Optimizing delivery routes for last-mile logistics service is challenging and has attracted the attention of many researchers. These problems are usually modeled and solved as vari…
Improving Quantal Cognitive Hierarchy Model Through Iterative Population Learning
Yuhong Xu, Shih-Fen Cheng, Xinyu Chen
In domains where agents interact strategically, game theory is applied widely to predict how agents would behave. However, game-theoretic predictions are based on the assumption th…
Multiscale Generative Models: Improving Performance of a Generative Model Using Feedback from Other Dependent Generative Models
Changyu Chen, Avinandan Bose, Shih-Fen Cheng +1
Realistic fine-grained multi-agent simulation of real-world complex systems is crucial for many downstream tasks such as reinforcement learning. Recent work has used generative mod…
Uncertain Congestion Games with Assorted Human Agent Populations
Asrar Ahmed, Pradeep Varakantham, Shih-Fen Cheng
Congestion games model a wide variety of real-world resource congestion problems, such as selfish network routing, traffic route guidance in congested areas, taxi fleet optimizatio…