WebThe focus of our research is program synthesis, an exciting research area that lies at the intersection of Programming Systems and Artificial Intelligence. On the one hand, … WebThe program supports 6 students each for 2 years. 45 faculty members from 20 different deparments from the College of Engineering, the College of LS&A, and the Medical School participate. The program is designed to be an intellectually exciting blend of training in the more quantitative disciplines of chemistry, engineering, mathematics, and ...
Interactive Program Synthesis by Augmented Examples
WebAug 2, 2012 · Sketching is a synthesis methodology that aims to bridge the gap between a programmer’s high-level insights about a problem and the computer’s ability to manage low-level details. In sketching, the programmer uses a partial program, a sketch, to describe the desired implementation strategy, and leaves the low-level details of the implementation to … WebFeb 22, 2024 · We propose model predictive program synthesis, which trains a generative model to predict the unobserved portions of the world, and then synthesizes a program based on samples from this model in a way that is robust to its uncertainty. We evaluate our approach on a set of challenging benchmarks, including a 2D Minecraft-inspired “craft ... the vandermist dossier
Enhancing Language Models for Program Synthesis using Execution
WebFeb 25, 2014 · Program synthesis MIT News Massachusetts Institute of Technology MIT News Topics Program synthesis Program synthesis Download RSS feed: News Articles / In the Media Displaying 1 - 4 of 4 news articles related to this topic. Show: News Articles In the Media Self-completing programs WebA large-scale benchmark for few-shot program induction and synthesis. Ferran Alet*, Javier Lopez-Contreras *, James Koppel, Maxwell Nye, Armando Solar-Lezama, Tomas Lozano-Perez, Leslie Pack Kaelbling, and Joshua B. Tenenbaum, … WebDr. Thomas O’Halloran directs an interdisciplinary research program involving chemical synthesis, analytical chemistry, biochemistry, molecular biology and cell biology as the … the vanderbilt westbury ny