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publications
Monte-Carlo Tree Search using Batch Value of Perfect Information
Published in In the proceedings of Proceedings of the Thirty-Third Conference on Uncertainty in Artificial Intelligence, UAI 2017, Sydney, Australia, August 11-15, 2017, 2017
Recommended citation: Shahaf Shperberg, Solomon Shimony, Ariel Felner, "Monte-Carlo Tree Search using Batch Value of Perfect Information." In the proceedings of Proceedings of the Thirty-Third Conference on Uncertainty in Artificial Intelligence, UAI 2017, Sydney, Australia, August 11-15, 2017, 2017. http://auai.org/uai2017/proceedings/papers/37.pdf
Some Properties of Batch Value of Information in the Selection Problem (Extended Abstract)
Published in In the proceedings of Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, IJCAI 2017, Melbourne, Australia, August 19-25, 2017, 2017
Recommended citation: Shahaf Shperberg, Solomon Shimony, "Some Properties of Batch Value of Information in the Selection Problem (Extended Abstract)." In the proceedings of Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, IJCAI 2017, Melbourne, Australia, August 19-25, 2017, 2017. https://doi.org/10.24963/ijcai.2017/723
Some Properties of Batch Value of Information in the Selection Problem
Published in J. Artif. Intell. Res., 2017
Use Google Scholar for full citation
Recommended citation: Shahaf Shperberg, Solomon Shimony, "Some Properties of Batch Value of Information in the Selection Problem." J. Artif. Intell. Res., 2017.
Algorithm Selection in Optimization and Application to Angry Birds
Published in In the proceedings of Proceedings of the Twenty-Ninth International Conference on Automated Planning and Scheduling, ICAPS 2018, Berkeley, CA, USA, July 11-15, 2019, 2019
Recommended citation: Shahaf Shperberg, Solomon Shimony, Avinoam Yehezkel, "Algorithm Selection in Optimization and Application to Angry Birds." In the proceedings of Proceedings of the Twenty-Ninth International Conference on Automated Planning and Scheduling, ICAPS 2018, Berkeley, CA, USA, July 11-15, 2019, 2019. https://aaai.org/ojs/index.php/ICAPS/article/view/3508
Allocating Planning Effort When Actions Expire
Published in In the proceedings of The Thirty-Third AAAI Conference on Artificial Intelligence, AAAI 2019, The Thirty-First Innovative Applications of Artificial Intelligence Conference, IAAI 2019, The Ninth AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2019, Honolulu, Hawaii, USA, January 27 - February 1, 2019, 2019
Recommended citation: Shahaf Shperberg, Andrew Coles, Bence Cserna, Erez Karpas, Wheeler Ruml, Solomon Shimony, "Allocating Planning Effort When Actions Expire." In the proceedings of The Thirty-Third AAAI Conference on Artificial Intelligence, AAAI 2019, The Thirty-First Innovative Applications of Artificial Intelligence Conference, IAAI 2019, The Ninth AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2019, Honolulu, Hawaii, USA, January 27 - February 1, 2019, 2019. https://doi.org/10.1609/aaai.v33i01.33012371
Enriching Non-Parametric Bidirectional Search Algorithms - Extended Abstract
Published in In the proceedings of Proceedings of the Twelfth International Symposium on Combinatorial Search, SOCS 2019, Napa, California, 16-17 July 2019, 2019
Recommended citation: Shahaf Shperberg, Ariel Felner, Nathan Sturtevant, Solomon Shimony, Avi Hayoun, "Enriching Non-Parametric Bidirectional Search Algorithms - Extended Abstract." In the proceedings of Proceedings of the Twelfth International Symposium on Combinatorial Search, SOCS 2019, Napa, California, 16-17 July 2019, 2019. https://aaai.org/ocs/index.php/SOCS/SOCS19/paper/view/18385
Enriching Non-Parametric Bidirectional Search Algorithms
Published in In the proceedings of The Thirty-Third AAAI Conference on Artificial Intelligence, AAAI 2019, The Thirty-First Innovative Applications of Artificial Intelligence Conference, IAAI 2019, The Ninth AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2019, Honolulu, Hawaii, USA, January 27 - February 1, 2019, 2019
Recommended citation: Shahaf Shperberg, Ariel Felner, Nathan Sturtevant, Solomon Shimony, Avi Hayoun, "Enriching Non-Parametric Bidirectional Search Algorithms." In the proceedings of The Thirty-Third AAAI Conference on Artificial Intelligence, AAAI 2019, The Thirty-First Innovative Applications of Artificial Intelligence Conference, IAAI 2019, The Ninth AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2019, Honolulu, Hawaii, USA, January 27 - February 1, 2019, 2019. https://doi.org/10.1609/aaai.v33i01.33012379
Improving Bidirectional Heuristic Search by Bounds Propagation
Published in In the proceedings of SOCS, 2019
Best paper and best student paper
Recommended citation: Shahaf Shperberg, Ariel Felner, Solomon Shimony, Nathan Sturtevant, Avi Hayoun, "Improving Bidirectional Heuristic Search by Bounds Propagation." In the proceedings of SOCS, 2019.
Bidirectional Heuristic Search: Expanding Nodes by a Lower Bound
Published in In the proceedings of Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, IJCAI 2020, 2020
Recommended citation: Shahaf Shperberg, Ariel Felner, Nathan Sturtevant, Solomon Shimony, Avi Hayoun, "Bidirectional Heuristic Search: Expanding Nodes by a Lower Bound." In the proceedings of Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, IJCAI 2020, 2020. https://doi.org/10.24963/ijcai.2020/664
Multi-Directional Heuristic Search
Published in In the proceedings of Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, IJCAI 2020, 2020
Recommended citation: Dor Atzmon, Jiaoyang Li, Ariel Felner, Eliran Nachmani, Shahaf Shperberg, Nathan Sturtevant, Sven Koenig, "Multi-Directional Heuristic Search." In the proceedings of Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, IJCAI 2020, 2020. https://doi.org/10.24963/ijcai.2020/562
Multi-Directional Search
Published in In the proceedings of Proceedings of the Thirteenth International Symposium on Combinatorial Search, SOCS 2020, Online Conference [Vienna, Austria], 26-28 May 2020, 2020
Recommended citation: Dor Atzmon, Jiaoyang Li, Ariel Felner, Eliran Nachmani, Shahaf Shperberg, Nathan Sturtevant, Sven Koenig, "Multi-Directional Search." In the proceedings of Proceedings of the Thirteenth International Symposium on Combinatorial Search, SOCS 2020, Online Conference [Vienna, Austria], 26-28 May 2020, 2020. https://aaai.org/ocs/index.php/SOCS/SOCS20/paper/view/18528
On the Differences and Similarities of fMM and GBFHS
Published in In the proceedings of Proceedings of the Thirteenth International Symposium on Combinatorial Search, SOCS 2020, Online Conference [Vienna, Austria], 26-28 May 2020, 2020
Recommended citation: Shahaf Shperberg, Ariel Felner, "On the Differences and Similarities of fMM and GBFHS." In the proceedings of Proceedings of the Thirteenth International Symposium on Combinatorial Search, SOCS 2020, Online Conference [Vienna, Austria], 26-28 May 2020, 2020. https://aaai.org/ocs/index.php/SOCS/SOCS20/paper/view/18519
Predicting the Effectiveness of Bidirectional Heuristic Search
Published in In the proceedings of Proceedings of the Thirtieth International Conference on Automated Planning and Scheduling, Nancy, France, October 26-30, 2020, 2020
Recommended citation: Nathan Sturtevant, Shahaf Shperberg, Ariel Felner, Jingwei Chen, "Predicting the Effectiveness of Bidirectional Heuristic Search." In the proceedings of Proceedings of the Thirtieth International Conference on Automated Planning and Scheduling, Nancy, France, October 26-30, 2020, 2020. https://aaai.org/ojs/index.php/ICAPS/article/view/6672
Trading Plan Cost for Timeliness in Situated Temporal Planning
Published in In the proceedings of Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, IJCAI 2020, 2020
Recommended citation: Shahaf Shperberg, Andrew Coles, Erez Karpas, Solomon Shimony, Wheeler Ruml, "Trading Plan Cost for Timeliness in Situated Temporal Planning." In the proceedings of Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, IJCAI 2020, 2020. https://doi.org/10.24963/ijcai.2020/577
Iterative-Deepening Bidirectional Heuristic Search with Restricted Memory
Published in In the proceedings of Proceedings of the Fourteenth International Symposium on Combinatorial Search, SOCS 2021, Virtual Conference [Jinan, China], July 26-30, 2021, 2021
Recommended citation: Shahaf Shperberg, Steven Danishevski, Ariel Felner, Nathan Sturtevant, "Iterative-Deepening Bidirectional Heuristic Search with Restricted Memory." In the proceedings of Proceedings of the Fourteenth International Symposium on Combinatorial Search, SOCS 2021, Virtual Conference [Jinan, China], July 26-30, 2021, 2021. https://ojs.aaai.org/index.php/SOCS/article/view/18581
Meta-level Techniques for Planning, Search, and Scheduling
Published in In the proceedings of Proceedings of the Fourteenth International Symposium on Combinatorial Search, SOCS 2021, Virtual Conference [Jinan, China], July 26-30, 2021, 2021
Recommended citation: Shahaf Shperberg, "Meta-level Techniques for Planning, Search, and Scheduling." In the proceedings of Proceedings of the Fourteenth International Symposium on Combinatorial Search, SOCS 2021, Virtual Conference [Jinan, China], July 26-30, 2021, 2021. https://ojs.aaai.org/index.php/SOCS/article/view/18595
Metareasoning for Interleaved Planning and Execution
Published in In the proceedings of Proceedings of the Fourteenth International Symposium on Combinatorial Search, SOCS 2021, Virtual Conference [Jinan, China], July 26-30, 2021, 2021
Recommended citation: Amihay Elboher, Shahaf Shperberg, Solomon Shimony, "Metareasoning for Interleaved Planning and Execution." In the proceedings of Proceedings of the Fourteenth International Symposium on Combinatorial Search, SOCS 2021, Virtual Conference [Jinan, China], July 26-30, 2021, 2021. https://ojs.aaai.org/index.php/SOCS/article/view/18572
Situated Temporal Planning Using Deadline-aware Metareasoning
Published in In the proceedings of Proceedings of the Thirty-First International Conference on Automated Planning and Scheduling, ICAPS 2021, Guangzhou, China (virtual), August 2-13, 2021, 2021
Recommended citation: Shahaf Shperberg, Andrew Coles, Erez Karpas, Wheeler Ruml, Solomon Shimony, "Situated Temporal Planning Using Deadline-aware Metareasoning." In the proceedings of Proceedings of the Thirty-First International Conference on Automated Planning and Scheduling, ICAPS 2021, Guangzhou, China (virtual), August 2-13, 2021, 2021. https://ojs.aaai.org/index.php/ICAPS/article/view/15979
The Closed List is an Obstacle Too
Published in In the proceedings of Proceedings of the Fourteenth International Symposium on Combinatorial Search, SOCS 2021, Virtual Conference [Jinan, China], July 26-30, 2021, 2021
Recommended citation: Ariel Felner, Shahaf Shperberg, Hadar Buzhish, "The Closed List is an Obstacle Too." In the proceedings of Proceedings of the Fourteenth International Symposium on Combinatorial Search, SOCS 2021, Virtual Conference [Jinan, China], July 26-30, 2021, 2021. https://ojs.aaai.org/index.php/SOCS/article/view/18559
talks
Talk 1 on Relevant Topic in Your Field
Published:
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Conference Proceeding talk 3 on Relevant Topic in Your Field
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teaching
Introduction to Computer Science
Undergraduate course, Ben-Gurion University
TA, 2015-2017
Compiler Principles
Undergraduate course, Ben-Gurion University
Lecturer 2018-2021; TA 2017-2018; Grader 2015-2016.
Computer Architecture and System Programming Laboratory
Undergraduate course, Ben-Gurion University
Lab instructor, 2015-2016
Introduction to Artificial Intelligent
Undergraduate course, Ben-Gurion University
Grader, 2018-2019
Workshop on Software Engineering Project
Undergraduate course, Ben-Gurion University
Project Advisor, 2016-2021