Research output per year
Research output per year
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Dive into the research topics where Shahaf Shperberg is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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Anchor Search: A Unified Framework for Suboptimal Bidirectional Search
Lavasani, S., Siag, L., Shperberg, S. S., Felner, A. & Sturtevant, N. R., 11 Apr 2025, In: Proceedings of the AAAI Conference on Artificial Intelligence. 39, 25, p. 27045-27053 9 p.Research output: Contribution to journal › Conference article › peer-review
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A collective AI via lifelong learning and sharing at the edge
Soltoggio, A., Ben-Iwhiwhu, E., Braverman, V., Eaton, E., Epstein, B., Ge, Y., Halperin, L., How, J., Itti, L., Jacobs, M. A., Kantharaju, P., Le, L., Lee, S., Liu, X., Monteiro, S. T., Musliner, D., Nath, S., Panda, P., Peridis, C. & Pirsiavash, H. & 10 others, , 1 Mar 2024, In: Nature Machine Intelligence. 6, 3, p. 251-264 14 p.Research output: Contribution to journal › Article › peer-review
Open Access16 Scopus citations -
Adaptive Curriculum Learning With Successor Features for Imbalanced Compositional Reward Functions
Szoke, L., Shperberg, S. S., Holtz, J. & Allievi, A., 1 Jun 2024, In: IEEE Robotics and Automation Letters. 9, 6, p. 5174-5181 8 p.Research output: Contribution to journal › Article › peer-review
2 Scopus citations -
Crafting a Pogo Stick in Minecraft with Heuristic Search (Extended Abstract)
Benyamin, Y., Mordoch, A., Shperberg, S., Piotrowski, W. & Stern, R., 1 Jan 2024, In: The International Symposium on Combinatorial Search. 17, 1, p. 261-262 2 p.Research output: Contribution to journal › Conference article › peer-review
Open Access -
Evaluating Distributional Predictions of Search Time: Put Up or Shut Up Games (Extended Abstract)
Mariasin, S., Coles, A., Karpas, E., Ruml, W., Shimony, S. E. & Shperberg, S., 1 Jan 2024, In: The International Symposium on Combinatorial Search. 17, 1, p. 277-278 2 p.Research output: Contribution to journal › Conference article › peer-review
Open Access -
Minimizing State Exploration While Searching Graphs with Unknown Obstacles
Koyfman, D., Atzmon, D., Shperberg, S. S. & Felner, A., 1 Jan 2024, In: Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS. 2024-May, p. 1038-1046 9 p.Research output: Contribution to journal › Conference article › peer-review
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Minimizing State Exploration While Searching Graphs with Unknown Obstacles (Extended Abstract)
Koyfman, D., Shperberg, S. S., Atzmon, D. & Felner, A., 1 Jan 2024, In: The International Symposium on Combinatorial Search. 17, 1, p. 273-274 2 p.Research output: Contribution to journal › Conference article › peer-review
Open Access -
On Parallel External-Memory Bidirectional Search
Siag, L., Shperberg, S. S., Felner, A. & Sturtevant, N. R., 16 Oct 2024, ECAI 2024 - 27th European Conference on Artificial Intelligence, Including 13th Conference on Prestigious Applications of Intelligent Systems, PAIS 2024, Proceedings. Endriss, U., Melo, F. S., Bach, K., Bugarin-Diz, A., Alonso-Moral, J. M., Barro, S. & Heintz, F. (eds.). IOS Press BV, p. 4190-4197 8 p. (Frontiers in Artificial Intelligence and Applications; vol. 392).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
On Parallel External-Memory Bidirectional Search (Extended Abstract)
Siag, L., Shperberg, S. S., Felner, A. & Sturtevant, N. R., 1 Jan 2024, In: The International Symposium on Combinatorial Search. 17, 1, p. 283-284 2 p.Research output: Contribution to journal › Conference article › peer-review
Open Access -
On the Properties of All-Pair Heuristics
Shperberg, S. S., Felner, A., Siag, L. & Sturtevant, N. R., 1 Jan 2024, In: The International Symposium on Combinatorial Search. 17, 1, p. 127-133 7 p.Research output: Contribution to journal › Conference article › peer-review
Open Access1 Scopus citations
Thesis
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Meta-Level Techniques for Planning, Search and Scheduling
Shperberg, S. (Author), Shimony, E. S. (Supervisor), 2021Student thesis: Doctoral Thesis