Hello
My name is Siddhartha Banerjee, a Roboticist @ Diligent Robotics
Austin, TX, USA
Ph.D. Robotics
Georgia Institute of Technology
2015 - 2021
B.S. Electrical Engineering/Computer Science
Yale University
2009 - 2013
I researched robot failures and methods to allow humans to fix them. My thesis developed modules to increase the reliability of autonomous robots while reducing the demand on human stakeholders in the process: robot developers, remote operators, and collocated operators.
Journal Articles
@article{banerjee2018robot, title = {Robot Classification of Human Interruptibility and a Study of Its Effects}, author = {Banerjee, Siddhartha and Silva, Andrew and Chernova, Sonia}, journal = {ACM Transactions on Human-Robot Interaction (THRI)}, volume = {7}, number = {2}, pages = {14}, year = {2018}, publisher = {ACM}, privateurl = {website:///pdf/banerjs_thri2018.pdf https://dl.acm.org/citation.cfm?id=3277902 media://https://www.ic.gatech.edu/news/604972/pardon-interruption-ics-siddhartha-banerjee-explores-convenience-efficiency-robotic} }
Conference Proceedings
@inproceedings{das2021explainable, author = {Das, Devleena and Banerjee, Siddhartha and Chernova, Sonia}, title = {Explainable AI for Robot Failures: Generating Explanations That Improve User Assistance in Fault Recovery}, year = {2021}, publisher = {Association for Computing Machinery}, address = {New York, NY, USA}, booktitle = {Proceedings of the 2021 ACM/IEEE International Conference on Human-Robot Interaction}, pages = {351–360}, numpages = {10}, location = {Boulder, CO, USA}, series = {HRI '21}, privateurl = {https://doi.org/10.1145/3434073.3444657 website://https://arxiv.org/pdf/2011.09407.pdf} }
@inproceedings{banerjeeROMAN2020, title = {A Tale of Two Suggestions: Action and Diagnosis Recommendations for Responding to Robot Failure}, author = {Banerjee, Siddhartha and Gombolay, Matthew and Chernova, Sonia}, privateurl = {website:///pdf/banerjs_roman2020.pdf media://https://youtu.be/drCHgwkpaqA https://ieeexplore.ieee.org/abstract/document/9223545}, year = {2020}, date = {2020-08-31}, pages = {398--405}, organization = {IEEE}, booktitle = {2020 29th IEEE International Conference on Robot and Human Interactive Communication (RO-MAN)} }
@inproceedings{Kent2018, title = {Learning Sequential Decision Tasks for Robot Manipulation with Abstract Markov Decision Processes and Demonstration-Guided Exploration}, author = {Kent, David and Banerjee, Siddhartha and Chernova, Sonia}, privateurl = {website:///pdf/banerjs_humanoids2018.pdf http://www.rail.gatech.edu/wp-content/uploads/2019/01/humanoids2018_kent_banerjee_chernova.pdf}, year = {2018}, date = {2018-11-08}, booktitle = {2018 IEEE-RAS 18th International Conference on Humanoid Robotics (Humanoids)}, journal = {2018 IEEE-RAS 18th International Conference on Humanoid Robotics (Humanoids)} }
@inproceedings{aamas-2017, title = {Temporal Models for Robot Classification of Human Interruptibility}, author = {Banerjee, Siddhartha and Chernova, Sonia}, booktitle = {Int. Conf. on Autonomous Agents \& Multiagent Systems}, number = {16}, pages = {1350--1359}, year = {2017}, organization = {IFAAMAS}, privateurl = {website:///pdf/banerjs_aamas2017.pdf http://www.aamas2017.org/proceedings/pdfs/p1350.pdf} }
Workshops / Symposia / Other
@misc{banerjee2019sss, author = {Banerjee, Siddhartha and Chernova, Sonia}, booktitle = {AAAI Spring Symposium Series}, title = {{Fault Diagnosis in Robot Task Execution}}, year = {2019}, privateurl = {website:///pdf/banerjs_aaai2019sss.pdf} }
@misc{banerjeeISRR2019, title = {Taking Recoveries to Task: Recovery-Driven Development for Recipe-based Robot Tasks}, author = {Banerjee, Siddhartha and Daruna, Angel and Kent, David and Liu, Weiyu and Balloch, Jonathan and Jain, Abhinav and Krishnan, Akshay and Rana, Muhammad Asif and Ravichandar, Harish and Shah, Binit and Shrivatsav, Nithin and Chernova, Sonia}, privateurl = {website:///pdf/banerjs_isrr2019.pdf http://www.rail.gatech.edu/wp-content/uploads/2019/10/ISRR19_0060_FI-1.pdf}, year = {2019}, date = {2019-10-07}, booktitle = {International Symposium on Robotics Research (ISRR)} }
@misc{silva2018whatgoeswrong, author = {Silva, Andrew and Banerjee, Siddhartha and Chernova, Sonia}, journal = {What Could Go Wrong? Workshop at Human-Robot Interaction (HRI)}, title = {{Excuse Me, Could You Please Assemble These Blocks For Me?}}, year = {2018}, privateurl = {website:///pdf/banerjs_hri2018whatcouldgowrong.pdf} }
@misc{banerjee2018efficient, author = {Banerjee, Siddhartha and Chernova, Sonia}, booktitle = {Companion of the 2018 ACM/IEEE International Conference on Human-Robot Interaction}, organization = {ACM}, pages = {291--292}, title = {{Efficient Human-Robot Interaction for Robust Autonomy in Task Execution}}, year = {2018}, privateurl = {website:///pdf/banerjs_hri2018pioneers.pdf https://dl.acm.org/citation.cfm?id=3176921} }
@misc{harrison-ijcai-iml-2016, author = {Harrison, Brent and Banerjee, Siddhartha and Riedl, Mark O}, journal = {IJCAI 2016 - Workshop on Interactive Machine Learning}, title = {{Learning from Stories: Using Natural Communication to Train Believable Agents}}, year = {2016}, privateurl = {website:///pdf/banerjs_ijcai2016iml.pdf} }
@misc{rss-planning-hri-2016, author = {Banerjee, Siddhartha and Chernova, Sonia}, journal = {RSS Workshop on Planning for HRI}, title = {{Robots predicting the Interruptibility of Humans}}, year = {2016}, privateurl = {website:///pdf/banerjs_rss2016planninghri.pdf https://people.csail.mit.edu/cdarpino/RSS2016WorkshopHRcolla/abstracts/RSS16WS_10_PredictingInterruptibility.pdf} }
Robotics Software Engineer
Diligent Robotics
2021 - current
Robotics Intern
Diligent Robotics
Summer 2018
Research Intern
Microsoft
Summer 2017
Software Engineer II
Redfin
2013 - 2015
Hardware Verification Intern
Microsoft
Summer 2012
Teaching Assistant
CS 7633, Georgia Tech
Fall 2018
Teaching Assistant
CS 6601, Georgia Tech
Fall 2016
Peer Tutor
CPSC 202/223, Yale
2012 - 2013