This is for a 2025 summer internship with the following start dates: May - August or June - September for quarter system schools.


We are broadly interested in making foundation models (FMs) effective for sequential decision making in a range of tasks, particularly those related to efficient agents and their goal driven behavior. We are looking for interns with the following areas of interest:

Planning/action model elicitation, search components code elicitation (e.g., search guidance or search pruning components), solutions or models validation/verification, reasoning about action and change, planning for data.

Tasks of interest include:Using foundation models for deriving implicit information from textual description.Using foundation models to improve planning: before/during/after search.Using foundation models for validation/verification of solutions or planning models.Reasoning about action and change: efficient goal driven behavior. Pinpoint and tackle the difficulties in producing correct behavior efficiently.Planning for query decomposition, thoughts generation and evaluation.