Thomas D Barrett

3 papers · 2022–2025 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird ❓ The Questioner

Venues

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

Top co-authors

Paul Duckworth (2) Arnu Pretorius (2) Nathan Grinsztajn (1) Juan Jose Garau-Luis (1) Matthew Morris (1) Shikha Surana (1) Oliver Bent (1) Manus McAuliffe (1) Jacob Beck (1) Andries Petrus Smit (1)

Research topics

Artificial Intelligence (3) Core AI (2) Deep Learning (1) Machine Learning (1) Natural Language Processing (1) Reinforcement Learning (1) Architectures (1) Generation (1) Learning Paradigms (1) Learning Types (1) Methods (1)

Keywords

multi-agent reinforcement learning (1) zero-shot learning (1) few-shot learning (1) in-context learning (1) multi-agent debate (1) protein language model (1) communication protocol (1) large language model (1) graph neural network (1) prompting strategies (1) universal expressivity (1) joint action selection (1) protein fitness prediction (1) self consistency (1) llms (1) ensembling (1)

Papers

Metalic: Meta-Learning In-Context with Protein Language Models ICLR 2025 Should we be going MAD? A Look at Multi-Agent Debate Strategies for LLMs ICML 2024 Universally Expressive Communication in Multi-Agent Reinforcement Learning NeurIPS 2022