Theodore Sumers

5 papers · 2022–2024 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (13) 🐣 Hot Topic Early Bird ❓ The Questioner (2)

Venues

ICLR (2) ICML (2) NeurIPS (1)

Top co-authors

Thomas L. Griffiths (3) Ishita Dasgupta (2) Ilia Sucholutsky (2) Tom Griffiths (1) Pol van Rijn (1) Arun Ahuja (1) Julie Shah (1) Harin Lee (1) Robert Hawkins (1) Ryan Liu (1)

Research topics

Artificial Intelligence (4) Core AI (4) Machine Learning (2) Learning Types · Machine Learning (2) Deep Learning (1) Natural Language Processing (1) Reinforcement Learning (1) Core Methods (1) Generation (1) Learning Paradigms (1) Learning Types · Deep Learning (1) Methods (1)

Keywords

contrastive learning (1) reinforcement learning (1) state abstraction (1) imitation learning (1) knowledge distillation (1) model distillation (1) information retrieval (1) instruction following (1) language grounding (1) reinforcement learning from human feedback (1) reward function (1) contextual bandit (1) deep neural network (1) language model (1) vision-language model (1) language embedding (1) value alignment (1) embodied agent (1) hindsight experience replay (1) social learning (1)

Papers

How do Large Language Models Navigate Conflicts between Honesty and Helpfulness? ICML 2024 Learning with Language-Guided State Abstractions ICLR 2024 Distilling Internet-Scale Vision-Language Models into Embodied Agents ICML 2023 Words are all you need? Language as an approximation for human similarity judgments ICLR 2023 How to talk so AI will learn: Instructions, descriptions, and autonomy NeurIPS 2022