5 papers
Self-Evolving Multi-Agent Symbolic Discovery for Financial Fundamental Analysis
Kelvin J. L. Koa, Filip Orestav, Shengqiong Wu +2
While symbolic regression (SR) has been successfully used in science to discover new equations, its use in financial valuation is hindered by several limitations. Whereas the natur…
Online Fair Division under an Oblivious Adversary
Saar Cohen, Nicholas Teh, Michael Wooldridge
We study online fair division, where indivisible goods arrive one at a time and must be allocated immediately and irrevocably among agents. Against an oblivious adversary t…
Online House Allocation with Subsidy
Nicholas Teh, Saar Cohen, Karen Frilya Celine +2
House allocation is a fundamental problem in which each agent is assigned exactly one house. While the classical model assumes that all houses are available before the allocation i…
Online Fair Division with Budget Constraints
Saar Cohen, Nicholas Teh, Paul W. Goldberg +1
We study an online variant of discrete fair division under generalized assignment budget constraints. Goods arrive one at a time and must be assigned irrevocably to a feasible agen…
The Attacker in the Mirror: Breaking Self-Consistency in Safety via Anchored Bipolicy Self-Play
Gabriele La Malfa, Emanuele La Malfa, Saar Cohen +4
Self-play red team is an established approach to improving AI safety in which different instances of the same model play attacker and defender roles in a zero-sum game, i.e., where…