Shaobo Hou

5 papers · 2019–2025 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (11) 👥 Mega-Team · Squad

Venues

ICLR (2) NeurIPS (2) JMLR (1)

Top co-authors

Tom Zahavy (3) Satinder Singh (2) Andre Barreto (2) Farhad Hormozdiari (1) Christopher Nielson (1) Jonathan hunt (1) Feryal Behbahani (1) Daniel Toyama (1) Kellie Webster (1) Daniel J Mankowitz (1)

Research topics

Artificial Intelligence (3) Machine Learning (3) Reinforcement Learning (3) Core AI (3) Methods (3) Optimization & Theory (2) Deep Learning (1) Application Areas (1) Applications (1) Learning Types (1) Models (1)

Keywords

reinforcement learning (2) domain generalization (1) transfer learning (1) hierarchical reinforcement learning (1) distribution shift (1) intrinsic reward (1) generative ai (1) diversity optimization (1) model deployment (1) skill composition (1) puzzle generation (1) lagrange multiplier (1) quality-diversity trade-off (1) policy composition (1) generalized policy improvement (1) occupancy measure (1) machine learning theory (1) options framework (1) creativity evaluation (1) expert evaluation (1)

Papers

Evaluating In Silico Creativity: An Expert Review of AI Chess Compositions NeurIPS 2025 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 NeurIPS 2019