William Whitney

2 papers · 2020–2021 · 2 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

Jump to papers ↓

🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (10)

Venues

ICLR (1) ICML (1)

Top co-authors

Rajesh Ranganath (1) Abhinav Gupta (1) Kyunghyun Cho (1) Joan Bruna (1) Rajat Agarwal (1) David Brandfonbrener (1)

Research topics

Machine Learning (2) Learning Types (2) Deep Learning (1) Reinforcement Learning (1) Architectures (1) Core Methods (1) Methods (1) Optimization & Theory (1)

Keywords

reinforcement learning (2) policy optimization (1) embedding learning (1) action-value function (1) offline learning (1) regret bound (1) contextual bandit (1) value-based learning (1) overparameterized model (1) state embedding (1) offline contextual bandit (1) self-supervised representation learning (1) forward prediction (1) neural network (1) action embedding (1)

Papers

Offline Contextual Bandits with Overparameterized Models ICML 2021 Dynamics-Aware Embeddings ICLR 2020