A theory of appropriateness with applications to generative artificial intelligence

JZ Leibo, AS Vezhnevets, M Diaz, JP Agapiou… - arxiv preprint arxiv …, 2024 - arxiv.org
What is appropriateness? Humans navigate a multi-scale mosaic of interlocking notions of
what is appropriate for different situations. We act one way with our friends, another with our …

Formal contracts mitigate social dilemmas in multi-agent reinforcement learning

A Haupt, P Christoffersen, M Damani… - Autonomous Agents and …, 2024 - Springer
Abstract Multi-agent Reinforcement Learning (MARL) is a powerful tool for training
autonomous agents acting independently in a common environment. However, it can lead to …