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Career

· Researcher in Multi-Agent Robotic Systems, UC Berkeley2024–

Publications (13)

Scalable Deep Reinforcement Learning Algorithms for Mean Field Games
International Conference on Machine Learning · 2022
59
cited
The Impact of GPS-Enabled Shortest Path Routing on Mobility: A Game Theoretic Approach
2018
29
cited
Solving N-player dynamic routing games with congestion: a mean field approach
Adaptive Agents and Multi-Agent Systems · 2021
18
cited
Measuring Regret in Routing: Assessing the Impact of Increased App Usage
International Conference on Intelligent Transportation Systems · 2018
17
cited
Quantifying the sustainability impact of Google Maps: A case study of Salt Lake City
arXiv.org · 2021
11
cited
Regrets in Routing Networks
ACM Trans. Spatial Algorithms Syst. · 2019
7
cited
Quasi-Dynamic Traffic Assignment using High Performance Computing
arXiv.org · 2021
6
cited
The impact of information-aware routing on road traffic, from case studies to game-theoretical analysis and simulations
2022
5
cited
Creating, Calibrating, and Validating Large-Scale Microscopic Traffic Simulation
2022
2
cited
Sensitivity analysis and relaxation of the Static Traffic Assignment Problem with Capacity Constraints
IEEE Conference on Decision and Control · 2019
1
cited
Capturing the impact of navigational app usage on road traffic from a gametheory point of view
2019
LEARNING OPTIMAL TRAFFIC ROUTING BEHAVIORS USING MARKOVIAN FRAMEWORK IN MICROSCOPIC SIMULATION
2019
The impact of GPS-enabled shortest path routing on mobility 1 The impact of GPS-enabled shortest path routing on mobility : 1 a game theoretic approach 2 3
2017
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