Sotabase

Career

· Assistant Professor, University of Texas at Austin2023–
· Postdoctoral Researcher, UC Berkeley2021–2022
· Associate Professor, University of Washington, Allen School of Computer Science & Engineering2020–
· Researcher, Stanford University2019–
· PhD Student, McGill University2018–2021
· Research Scientist, Facebook AI Research2017–2023
· M.Eng. in EECS and dual B.Sci. degrees in Mathematics and EECS, MIT

Publications (0)

Learning Invariant Representations for Reinforcement Learning without Reconstruction
International Conference on Learning Representations · 2020
539
cited
Improving Sample Efficiency in Model-Free Reinforcement Learning from Images
AAAI Conference on Artificial Intelligence · 2019
497
cited
VIP: Towards Universal Visual Reward and Representation via Value-Implicit Pre-Training
International Conference on Learning Representations · 2022
393
cited
How do Data Science Workers Collaborate? Roles, Workflows, and Tools
Proc. ACM Hum. Comput. Interact. · 2020
288
cited
Online Decision Transformer
International Conference on Machine Learning · 2022
243
cited
Multi-Task Reinforcement Learning with Context-based Representations
International Conference on Machine Learning · 2021
229
cited
A Survey of Zero-shot Generalisation in Deep Reinforcement Learning
Journal of Artificial Intelligence Research · 2021
227
cited
A Dissection of Overfitting and Generalization in Continuous Reinforcement Learning
arXiv.org · 2018
195
cited
A Survey of Generalisation in Deep Reinforcement Learning
arXiv.org · 2021
191
cited
LIV: Language-Image Representations and Rewards for Robotic Control
International Conference on Machine Learning · 2023
184
cited
Invariant Causal Prediction for Block MDPs
International Conference on Machine Learning · 2020
151
cited
Why Generalization in RL is Difficult: Epistemic POMDPs and Implicit Partial Observability
Neural Information Processing Systems · 2021
146
cited
A Structured Response to Misinformation: Defining and Annotating Credibility Indicators in News Articles
The Web Conference · 2018
132
cited
Making Sense of Group Chat through Collaborative Tagging and Summarization
Proc. ACM Hum. Comput. Interact. · 2018
132
cited
(A)I Am Not a Lawyer, But...: Engaging Legal Experts towards Responsible LLM Policies for Legal Advice
Conference on Fairness, Accountability and Transparency · 2024
115
cited
Exploring Lightweight Interventions at Posting Time to Reduce the Sharing of Misinformation on Social Media
Proc. ACM Hum. Comput. Interact. · 2021
113
cited
Wikum: Bridging Discussion Forums and Wikis Using Recursive Summarization
Conference on Computer Supported Cooperative Work · 2017
107
cited
Building Human Values into Recommender Systems: An Interdisciplinary Synthesis
Trans. Recomm. Syst. · 2022
103
cited
Personalizing Content Moderation on Social Media: User Perspectives on Moderation Choices, Interface Design, and Labor
Proceedings of the ACM on Human-Computer Interaction · 2023
103
cited
Characterizing Online Discussion Using Coarse Discourse Sequences
Proceedings of the International AAAI Conference on Web and Social Media · 2017
100
cited
Sotabase