3 citations · 3 across the 3 of their papers we have counts for
3 papers
Integrating Reinforcement Learning, Action Model Learning, and Numeric Planning for Tackling Complex Tasks
Yarin Benyamin, Argaman Mordoch, Shahaf S. Shperberg +1
Automated Planning algorithms require a model of the domain that specifies the preconditions and effects of each action. Obtaining such a domain model is notoriously hard. Algorith…
On Parallel External-Memory Bidirectional Search
Lior Siag, Shahaf S. Shperberg, Ariel Felner +1
Parallelization and External Memory (PEM) techniques have significantly enhanced the capabilities of search algorithms when solving large-scale problems. Previous research on PEM h…
Learning a Shield from Catastrophic Action Effects: Never Repeat the Same Mistake
Shahaf S. Shperberg, Bo Liu, Peter Stone
Agents that operate in an unknown environment are bound to make mistakes while learning, including, at least occasionally, some that lead to catastrophic consequences. When humans…