3 papers
cs.MA2026
Generating Realistic Individual Activity Schedules via Activity Location Allocation Based on Simulated Travel Times
Tatsuya Mitomi, Yahya Gamal, Esra Suel +3
Individual level daily activity schedules are essential for a wide range of applications, including infectious disease control, urban transportation planning, and policy design. In…
cs.LG2025
Designing Dynamic Pricing for Bike-sharing Systems via Differentiable Agent-based Simulation
Tatsuya Mitomi, Fumiyasu Makinoshima, Fumiya Makihara +1
Bike-sharing systems are emerging in various cities as a new ecofriendly transportation system. In these systems, spatiotemporally varying user demands lead to imbalanced inventory…
cs.LG2024
Fully Data-driven but Interpretable Human Behavioural Modelling with Differentiable Discrete Choice Model
Fumiyasu Makinoshima, Tatsuya Mitomi, Fumiya Makihara +1
Discrete choice models are essential for modelling various decision-making processes in human behaviour. However, the specification of these models has depended heavily on domain k…