Hey Jeremy! Our team's interest is mainly on multi-agent learning, and self-modeling and theory of mind. As properly formalizing a coherent theory for these topics turned out to be quite difficult, we dived deeper and deeper and ultimately arrived at the AIXI and reflective oracles frameworks, which provided a good set of tools as starting points for addressing these questions more formally. The resulting 'monster paper' is a write-up of the past year of work we did on these topics. Due to our interest in multi-agent learning, a good chunk of the paper is ... (read more)
Hey Jeremy! Our team's interest is mainly on multi-agent learning, and self-modeling and theory of mind. As properly formalizing a coherent theory for these topics turned out to be quite difficult, we dived deeper and deeper and ultimately arrived at the AIXI and reflective oracles frameworks, which provided a good set of tools as starting points for addressing these questions more formally. The resulting 'monster paper' is a write-up of the past year of work we did on these topics. Due to our interest in multi-agent learning, a good chunk of the paper is ... (read more)