ConTraIRL: Factorized Contrastive Abstractions for Transferable IRL

Yikang Gui, Bikramjit Banerjee, Prashant Doshi

Reward transfer in Inverse Reinforcement Learning (IRL) is unreliable when policies must generalize to unseen combinations of environment dynamics and task goals. We propose Factor…