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Peter Humphreys

2 papers · 2019–2022 · 1 venue · across top CS/AI venues

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Achievements

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🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird

Venues

NeurIPS (2)

Top co-authors

Timothy Lillicrap (2) Collin Wilson (1) Laurent Sifre (1) Douglas B Tweed (1) Olivier Tieleman (1) Theophane Weber (1) Arthur Guez (1) Mohamed Akrout (1)

Research topics

Machine Learning (2) Artificial Intelligence (1) Deep Learning (1) Reinforcement Learning (1) Architectures (1) Core AI (1) Core Methods (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1) Methods (1) Optimization & Theory (1)

Keywords

offline reinforcement learning (1) decision making (1) large-scale retrieval (1) neural network optimization (1) nearest neighbor search (1) nearest neighbor retrieval (1) biologically plausible learning (1) image recognition (1) retrieval-augmented generation (1) experience retrieval (1) neural network (1) feedback alignment (1) weight transport (1) contextual lookup (1)

Papers

Large-Scale Retrieval for Reinforcement Learning NeurIPS 2022 Deep Learning without Weight Transport NeurIPS 2019