July 2022
We released a survey article “How to Reuse and Compose Knowledge for a Lifetime of Tasks: A Survey on Continual Learning and Functional Composition”.
June 2022
Our paper “Sparse PointPillars: Maintaining and Exploiting Input Sparsity to Improve Runtime on Embedded Systems” was accepted to IROS.
May 2022
Two papers accepted to the First Conference on Lifelong Learning Agents (CoLLAs).
January 2022
Our paper “Modular Lifelong Reinforcement Learning via Neural Composition” was accepted to ICML.
May 2021
Our paper “Sharing Less is More: Lifelong Learning in Deep Networks with Selective Layer Transfer” was accepted to ICML.
March 2021
Jorge Mendez was awarded third place prize of the Two Sigma Diversity PhD Fellowship.