2025
IL-SOAR : Imitation Learning with Soft Optimistic Actor cRitic
ICML 2025poster
This paper introduces the SOAR framework for imitation learning. SOAR is an algorithmic template which learns a policy from expert demonstrations with a primal-dual style algorithm which alternates cost and policy updates. Within the policy updates the SOAR framework prescribe to use an actor criti…