Autonomous agents operating in real-world environments frequently encounter undesirable outcomes or negative side effects (NSEs) when working collaboratively alongside other agents. Even when agents can execute their primary task optimally when operating in isolation. their training may not account for potential negative interactions that arise in the presence of other agents. We fram... https://www.opheliasmuse.com/