A domain-agnostic approach for characterization of lifelong learning systems.

Eric Q. Nguyen

Megan M. Baker Alexander New Mario Aguilar-Simon Ziad Al-Halah Sébastien M. R. Arnold Eseoghene Ben-Iwhiwhu Andrew P. Brna Ethan Brooks Ryan C. Brown Zachary Daniels Anurag Reddy Daram Fabien Delattre Ryan Dellana Eric Eaton Haotian Fu Kristen Grauman Jesse Hostetler Shariq Iqbal Cassandra Kent Nicholas Ketz Soheil Kolouri George Konidaris 0001 Dhireesha Kudithipudi Erik G. Learned-Miller Seungwon Lee Michael Littman 0002 Sandeep Madireddy Jorge A. Mendez Eric Q. Nguyen Christine D. Piatko Praveen K. Pilly Aswin Raghavan Abrar Rahman Santhosh Kumar Ramakrishnan Neale Ratzlaff Andrea Soltoggio Peter Stone 0001 Indranil Sur Zhipeng Tang Saket Tiwari Kyle Vedder Felix Wang Zifan Xu Angel Yanguas-Gil Harel Yedidsion Shangqun Yu Gautam K. Vallabha A domain-agnostic approach for characterization of lifelong learning systems. 274-296 2023 March 160 Neural Networks https://doi.org/10.1016/j.neunet.2023.01.007 db/journals/nn/nn160.html#BakerNAAABBBBDDDDEFGHIKKKKKLLLMMNPPR23

Megan M. Baker Alexander New Mario Aguilar-Simon Ziad Al-Halah Sébastien M. R. Arnold Eseoghene Ben-Iwhiwhu Andrew P. Brna Ethan Brooks Ryan C. Brown Zachary Daniels Anurag Reddy Daram Fabien Delattre Ryan Dellana Eric Eaton Haotian Fu Kristen Grauman Jesse Hostetler Shariq Iqbal Cassandra Kent Nicholas Ketz Soheil Kolouri George Dimitri Konidaris Dhireesha Kudithipudi Erik G. Learned-Miller Seungwon Lee Michael Littman 0002 Sandeep Madireddy Jorge A. Mendez Eric Q. Nguyen Christine D. Piatko Praveen K. Pilly Aswin Raghavan Abrar Rahman Santhosh Kumar Ramakrishnan Neale Ratzlaff Andrea Soltoggio Peter Stone 0001 Indranil Sur Zhipeng Tang Saket Tiwari Kyle Vedder Felix Wang Zifan Xu Angel Yanguas-Gil Harel Yedidsion Shangqun Yu Gautam K. Vallabha A Domain-Agnostic Approach for Characterization of Lifelong Learning Systems. 2023 abs/2301.07799 CoRR https://doi.org/10.48550/arXiv.2301.07799 db/journals/corr/corr2301.html#abs-2301-07799

Alexander New Megan M. Baker Eric Q. Nguyen Gautam K. Vallabha Lifelong Learning Metrics. 2022 abs/2201.08278 CoRR https://arxiv.org/abs/2201.08278 db/journals/corr/corr2201.html#abs-2201-08278

Erik C. Johnson Eric Q. Nguyen Blake Schreurs Chigozie S. Ewulum Chace Ashcraft Neil M. Fendley Megan M. Baker Alexander New Gautam K. Vallabha L2Explorer: A Lifelong Reinforcement Learning Assessment Environment. 2022 abs/2203.07454 CoRR https://doi.org/10.48550/arXiv.2203.07454 db/journals/corr/corr2203.html#abs-2203-07454

Neil Fendley Cash Costello Eric Q. Nguyen Gino Perrotta Corey Lowman Continual Reinforcement Learning with TELLA. 2022 abs/2208.04287 CoRR https://doi.org/10.48550/arXiv.2208.04287 db/journals/corr/corr2208.html#abs-2208-04287

Mario Aguilar-Simon Ziad Al-Halah Sébastien M. R. Arnold Chace Ashcraft Megan M. Baker Eseoghene BenjaminEseoghene Ben-Iwhiwhu Andrew P. Brna Ethan Brooks Ryan C. Brown Cash Costello Zachary A. DanielsZachary Daniels Anurag Reddy Daram Fabien Delattre Ryan Dellana Eric Eaton Chigozie S. Ewulum Neil FendleyNeil M. Fendley Haotian Fu Kristen Grauman Jesse Hostetler Shariq Iqbal Erik C. Johnson Cassandra Kent Nicholas Ketz Soheil Kolouri George Dimitri KonidarisGeorge Konidaris 0001 Dhireesha Kudithipudi Erik G. Learned-Miller Seung Won LeeSeungwon Lee Michael L. LittmanMichael Littman 0002 Corey Lowman Sandeep Madireddy Jorge A. Mendez Alexander New Gino Perrotta Christine D. Piatko Praveen K. Pilly Aswin Raghavan Abrar Rahman Santhosh K. RamakrishnanSanthosh Kumar Ramakrishnan Neale Ratzlaff Blake Schreurs Andrea Soltoggio Peter Stone 0001 Indranil Sur Zhipeng Tang Saket Tiwari Gautam K. Vallabha Kyle Vedder Felix Wang Zifan Xu Angel Yanguas-Gil Harel Yedidsion Shangqun Yu