72 citations · 112 across the 9 of their papers we have counts for
3 papers · 1 filter
Nested Reasoning About Autonomous Agents Using Probabilistic Programs
Iris Rubi Seaman, Jan-Willem van de Meent, David Wingate
As autonomous agents become more ubiquitous, they will eventually have to reason about the plans of other agents, which is known as theory of mind reasoning. We develop a planning-…
Machine-learned multi-system surrogate models for materials prediction
Chandramouli Nyshadham, Matthias Rupp, Brayden Bekker +6
Surrogate machine-learning models are transforming computational materials science by predicting properties of materials with the accuracy of ab initio methods at a fraction of the…
Embedding Grammars
David Wingate, William Myers, Nancy Fulda +1
Classic grammars and regular expressions can be used for a variety of purposes, including parsing, intent detection, and matching. However, the comparisons are performed at a struc…