Shaobo Hou

4 papers · 2019–2023 · 3 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (3) 🐝 Cross-Pollinator (15) 👥 Mega-Team (40)

Conferences

ICLR (2) JMLR (1) NIPS (1)

Top co-authors

Andre Barreto (2) Satinder Singh (2) Tom Zahavy (2) Alan Karthikesalingam (1) Jonathan hunt (1) Daniel J Mankowitz (1) Christopher Nielson (1) Kellie Webster (1) Andrea Montanari (1) Daniel Toyama (1)

Keywords

domain generalization (1) transfer learning (1) hierarchical reinforcement learning (1) distribution shift (1) model deployment (1) skill composition (1) machine learning theory (1) options framework (1)

Papers

Discovering Policies with DOMiNO: Diversity Optimization Maintaining Near Optimality ICLR 2023

Underspecification Presents Challenges for Credibility in Modern Machine Learning JMLR 2022

Discovering a set of policies for the worst case reward ICLR 2021

The Option Keyboard: Combining Skills in Reinforcement Learning NIPS 2019