106 citations · 290 across the 63 of their papers we have counts for
7 papers · 1 filter
Vehicle Rebalancing Under Adherence Uncertainty
Avalpreet Singh Brar, Rong Su, Christos G. Cassandras +3
Ride-hailing platforms frequently face spatiotemporal supply-demand imbalances caused by uneven passenger demand and decentralized driver decision-making. Existing vehicle rebalanc…
Generalizable Spacecraft Trajectory Generation via Multimodal Learning with Transformers
Davide Celestini, Amirhossein Afsharrad, Daniele Gammelli +6
Effective trajectory generation is essential for reliable on-board spacecraft autonomy. Among other approaches, learning-based warm-starting represents an appealing paradigm for so…
Co-investment with Payoff Sharing Benefit Operators and Users in Network Design
Mingjia He, Andrea Censi, Emilio Frazzoli +1
Network-based complex systems are inherently interconnected, with the design and performance of subnetworks being interdependent. However, the decisions of self-interested operator…
Integrated User Matching and Pricing in Round-Trip Car-Sharing
Avalpreet Singh Brar, Rong Su, Gioele Zardini +1
Traditional round-trip car rental systems mandate users to return vehicles to their point of origin, limiting the system adaptability to meet diverse mobility demands. This constra…
Equilibrium Selection for Multi-agent Reinforcement Learning: A Unified Framework
Runyu Zhang, Gioele Zardini, Asuman Ozdaglar +2
While multi-agent reinforcement learning (MARL) has produced numerous algorithms that converge to Nash or related equilibria, such equilibria are often non-unique and can exhibit w…
Diagrammatic Negative Information
Vincent Abbott, Gioele Zardini
The flow of information through a complex system can be readily understood with category theory. However, negative information (e.g., what is not possible) does not have an immedia…
Functor String Diagrams: A Novel Approach to Flexible Diagrams for Applied Category Theory
Vincent Abbott, Gioele Zardini
The study of abstraction and composition - the focus of category theory - naturally leads to sophisticated diagrams which can encode complex algebraic semantics. Consequently, thes…