Conference

Possibility Before Utility: Learning And Using Hierarchical Affordances
Robby Costales, Shariq Iqbal, Fei Sha
International Conference on Learning Representations (ICLR) (Spotlight) (2022)
(paper)

ALMA: Hierarchical Learning for Composite Multi-Agent Tasks
Shariq Iqbal, Robby Costales, Fei Sha
Neural Information Processing Systems (NeurIPS) (2022)
(paper)

When MAML Can Adapt Fast and How to Assist When It Cannot
Sébastien MR Arnold, Shariq Iqbal, Fei Sha
International Conference on Artificial Intelligence and Statistics (AISTATS) (2021)
(paper)

Randomized Entity-wise Factorization for Multi-Agent Reinforcement Learning
Shariq Iqbal, Christian A. Schroeder de Witt, Bei Peng, Wendelin Böhmer, Shimon Whiteson, Fei Sha
International Conference on Machine Learning (ICML) (Long Talk) (2021)
(paper)

Toward Sim-to-Real Directional Semantic Grasping
Shariq Iqbal, Jonathan Tremblay, Thang To, Jia Cheng, Erik Leitch, Andy Campbell, Kirby Leung, Duncan McKay, Stan Birchfield
International Conference on Robotics and Automation (ICRA) (2020)
(paper)

Actor-Attention-Critic for Multi-Agent Reinforcement Learning
Shariq Iqbal, Fei Sha
International Conference on Machine Learning (ICML) (2019)
(paper)

A Goal-Based Movement Model for Continuous Multi-Agent Tasks
Shariq Iqbal, John M Pearson
NIPS BigNeuro Workshop (Spotlight) (2017)
(paper)

Journal

Mobile Gaze Mapping: A Python package for mapping mobile gaze data to a fixed target stimulus
Jeff MacInnes, Shariq Iqbal, John Pearson, Elizabeth Johnson
The Journal of Open Source Software (2018)
(paper)

Latent Goal Models for Dynamic Strategic Interaction
Shariq N Iqbal, Lun Yin, Caroline B Drucker, Qian Kuang, Jean-François Gariépy, Michael L Platt, John M Pearson
PLOS Computational Biology (2018)
(paper)

Preprint

Coordinated Exploration via Intrinsic Rewards for Multi-Agent Reinforcement Learning
Shariq Iqbal, Fei Sha
arXiv, 1905.12127 (2019)
(paper)

Wearable Eye-tracking for Research: Automated dynamic gaze mapping and accuracy/precision comparisons across devices
Jeff MacInnes, Shariq Iqbal, John Pearson, Elizabeth Johnson
bioRxiv, 299925 (2018)
(paper) (talk)