2 papers
cs.AI2025
A Descriptive and Normative Theory of Human Beliefs in RLHF
Sylee Dandekar, Shripad Deshmukh, Frank Chiu +2
Human preferences in RLHF are typically modeled as a function of the human's reward function or corresponding optimal state-action values. In this work, we propose that human belie…
cs.AI2021
Neural-guided, Bidirectional Program Search for Abstraction and Reasoning
Simon Alford, Anshula Gandhi, Akshay Rangamani +6
One of the challenges facing artificial intelligence research today is designing systems capable of utilizing systematic reasoning to generalize to new tasks. The Abstraction and R…