2 papers
cs.GT2026
Online Scalarization in Vector-Valued Games
Ehsan Asadollahi, Calvin Hawkins, Matthew Hale
We study repeated multi-player vector-valued games in which a player observes a payoff vector each round and evaluates outcomes through linear scalarizations of those vectors. Diff…
cs.MA2023
Privacy-Engineered Value Decomposition Networks for Cooperative Multi-Agent Reinforcement Learning
Parham Gohari, Matthew Hale, Ufuk Topcu
In cooperative multi-agent reinforcement learning (Co-MARL), a team of agents must jointly optimize the team's long-term rewards to learn a designated task. Optimizing rewards as a…