Ashwin Deshpande

Publication List Details

Period

2007 - 2009

Number

6

Co-Authors

Final Report: Object Recognition Using Large Datasets (2009)

Ashwin Deshpande

Object recognition is a difficult problem due to the large feature space and the complexity of feature dependencies. First, there exist positional complexities resulting from the 3D position and...

Abstract (2008)

Ashwin Deshpande, Brian Milch

The ways in which an agent’s actions affect the world can often be modeled compactly using a set of relational probabilistic planning rules. This paper addresses the problem of learning such rule...

Abstract (2008)

Ashwin Deshpande, Brian Milch

The ways in which an agent’s actions affect the world can often be modeled compactly using a set of relational probabilistic planning rules. This paper addresses the problem of learning such rule...

Learning Probabilistic Relational Dynamics for Multiple Tasks (2008)

Deshpande, Ashwin, Milch, Brian, Zettlemoyer, Luke S., Kaelbling, Leslie Pack

The ways in which an agent's actions affect the world can often be modeled compactly using a set of relational probabilistic planning rules. This extended abstract addresses the problem of learning...

Learning probabilistic relational dynamics for multiple tasks (2007)

Deshpande, Ashwin

Thesis (M. Eng.)--Massachusetts Institute of Technology, Dept. of Electrical Engineering and Computer Science, 2007.

Learning probabilistic relational dynamics for multiple tasks (2007)

Deshpande, Ashwin

Thesis (M. Eng.)--Massachusetts Institute of Technology, Dept. of Electrical Engineering and Computer Science, 2007.