4 papers · 1 filter
Routing Equilibrium in Mixed-Autonomy Traffic Networks with Altruistic Autonomous Agents
Lihui Yi, Ermin Wei
Recent advancements in vehicle autonomy have drawn interest in understanding the impact of autonomous vehicles on traffic systems. In this paper, we study a traffic assignment prob…
Incentive Analysis for Agent Participation in Federated Learning
Lihui Yi, Xiaochun Niu, Ermin Wei
Federated learning offers a decentralized approach to machine learning, where multiple agents collaboratively train a model while preserving data privacy. In this paper, we investi…
On the Effect of Bounded Rationality in Electricity Markets
Lihui Yi, Ermin Wei
Nash equilibrium is a common solution concept that captures strategic interaction in electricity market analysis. However, it requires a fundamental but impractical assumption that…
Optimal EV Charging Decisions Considering Charging Rate Characteristics and Congestion Effects
Lihui Yi, Ermin Wei
With the rapid growth in the demand for plug-in electric vehicles (EVs), the corresponding charging infrastructures are expanding. These charging stations are located at various pl…