Bart Selman

Cornell University

Full Professor, Cornell University

Joined

February 2017

Names

Bart Selman

Emails

****@cs.cornell.edu (Confirmed)

Personal Links

Career & Education History

Cornell University

Present

Cornell University (cornell.edu)

Present

Full Professor

Cornell University (cornell.edu)

1997 – Present

Advisors, Relations & Conflicts

Coauthor

Ashutosh Saxena

Present

PhD Advisor

Hector Levesque

1985 – 1990

Expertise

National Robotics Initiative

Natl Robotics Initiative (NRI)

Present

probabilistic inference

graphical models

ising model

counting

logical inference

deep learning

1990 – Present

Publications

Multi-Agent Curricula and Emergent Implicit Signaling
Niko Grupen, Daniel Lee, Bart Selman
- 10 Apr 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
Policy-Value Alignment and Robustness in Search-based Multi-Agent Learning
Niko Grupen, Michael Hanlon, Alexis Hao, Daniel Lee, Bart Selman
- 10 Apr 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
Cooperative Multi-Agent Fairness and Equivariant Policies
Niko Grupen, Bart Selman, Daniel Lee
- 10 Apr 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
Weighted Sampling without Replacement for Deep Top-$k$ Classification
Dieqiao Feng, Yuanqi Du, Carla P Gomes, Bart Selman
- ICML 2023 Poster
- Readers: Everyone
Left Heavy Tails and the Effectiveness of the Policy and Value Networks in DNN-based best-first search for Sokoban Planning
Dieqiao Feng, Carla P Gomes, Bart Selman
- Published: 31 Oct 2022, Last Modified: 22 Jan 2023
- NeurIPS 2022 Accept
- Readers: Everyone
The Remarkable Effectiveness of Combining Policy and Value Networks in A*-based Deep RL for AI Planning
Dieqiao Feng, Carla P Gomes, Bart Selman
- Published: 28 Jan 2022, Last Modified: 13 Feb 2023
- ICLR 2022 Submitted
- Readers: Everyone
Understanding Batch Normalization
Nils Bjorck, Carla P. Gomes, Bart Selman, Kilian Q. Weinberger
- 2018 (modified: 11 Nov 2022)
- NeurIPS 2018
- Readers: Everyone
XOR-Sampling for Network Design with Correlated Stochastic Events
Xiaojian Wu, Yexiang Xue, Bart Selman, Carla P. Gomes
- 2017 (modified: 30 Sept 2023)
- IJCAI 2017
- Readers: Everyone
Solving Marginal MAP Problems with NP Oracles and Parity Constraints
Yexiang Xue, Zhiyuan Li, Stefano Ermon, Carla P. Gomes, Bart Selman
- 2016 (modified: 11 Nov 2022)
- NIPS 2016
- Readers: Everyone
Variable Elimination in the Fourier Domain
Yexiang Xue, Stefano Ermon, Ronan Le Bras, Carla P. Gomes, Bart Selman
- 2016 (modified: 11 Nov 2022)
- ICML 2016
- Readers: Everyone

View all 71 publications

Co-Authors

View all 65 co-authors