2 papers
cs.LG2025
Reward Machines for Deep RL in Noisy and Uncertain Environments
Andrew C. Li, Zizhao Chen, Toryn Q. Klassen +3
Reward Machines provide an automaton-inspired structure for specifying instructions, safety constraints, and other temporally extended reward-worthy behaviour. By exposing the unde…
cs.CL2024
LegalLens Shared Task 2024: Legal Violation Identification in Unstructured Text
Ben Hagag, Liav Harpaz, Gil Semo +5
This paper presents the results of the LegalLens Shared Task, focusing on detecting legal violations within text in the wild across two sub-tasks: LegalLens-NER for identifying leg…