16 citations · 38 across the 11 of their papers we have counts for
3 papers · 1 filter
Diagnosis Uncertain Models For Medical Risk Prediction
Alexander Peysakhovich, Rich Caruana, Yin Aphinyanaphongs
We consider a patient risk models which has access to patient features such as vital signs, lab values, and prior history but does not have access to a patient's diagnosis. For exa…
Learning Existing Social Conventions via Observationally Augmented Self-Play
Adam Lerer, Alexander Peysakhovich
In order for artificial agents to coordinate effectively with people, they must act consistently with existing conventions (e.g. how to navigate in traffic, which language to speak…
Prosocial learning agents solve generalized Stag Hunts better than selfish ones
Alexander Peysakhovich, Adam Lerer
Deep reinforcement learning has become an important paradigm for constructing agents that can enter complex multi-agent situations and improve their policies through experience. On…