The UN estimates 2-5% of global GDP or $0.8 - $2.0 trillion dollars are laundered

Hedonic Games (HGs) are a classical framework modeling coalition formation of strategic agents guided by their individual preferences.

However, calculating the Laplacian spectrum can be expensive in a matrix base.

Reinforcement Learning agent and a configurator that can modify some environmental parameters to improve the agent's performance.

WIRED spoke with the Zoomer founders of a platform where AI agents hire humans to do real-world tasks. Their pitch: People would love to have a clanker as their boss. For centuries, people have catastrophized about robots taking away jobs. On February 1, the paradigm shifted: bots are jobs. Now, 518,284 humans--and rapidly counting--are offering their labor to AI agents on a new online marketplace called RentAHuman . There are classifieds to count pigeons in Washington ($30/hour); deliver CBD gummies ($75/hour); play exhibition badminton ($100/hour); and anything else you could possibly imagine that a disembodied agent couldn't do.

UCB, wherein agents cooperatively minimize the group regret under the coordination of a central server.

Learning from active human involvement enables the human subject to actively intervene and demonstrate to the AI agent during training. The interaction and corrective feedback from human brings safety and AI alignment to the learning process.