35 citations · 89 across the 43 of their papers we have counts for
4 papers · 1 filter
Competitive Ratios for Online Multi-capacity Ridesharing
Meghna Lowalekar, Pradeep Varakantham, Patrick Jaillet
In multi-capacity ridesharing, multiple requests (e.g., customers, food items, parcels) with different origin and destination pairs travel in one resource. In recent years, online…
Zone pAth Construction (ZAC) based Approaches for Effective Real-Time Ridesharing
Meghna Lowalekar, Pradeep Varakantham, Patrick Jaillet
Real-time ridesharing systems such as UberPool, Lyft Line, GrabShare have become hugely popular as they reduce the costs for customers, improve per trip revenue for drivers and red…
Value Variance Minimization for Learning Approximate Equilibrium in Aggregation Systems
Tanvi Verma, Pradeep Varakantham
For effective matching of resources (e.g., taxis, food, bikes, shopping items) to customer demand, aggregation systems have been extremely successful. In aggregation systems, a cen…
On Solving Cooperative MARL Problems with a Few Good Experiences
Rajiv Ranjan Kumar, Pradeep Varakantham
Cooperative Multi-agent Reinforcement Learning (MARL) is crucial for cooperative decentralized decision learning in many domains such as search and rescue, drone surveillance, pack…