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Peter C Humphreys

2 papers · 2022–2022 · 1 venue · 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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🌉 Interdisciplinary Bridge · Bronze

Venues

ICML (2)

Top co-authors

Timothy Lillicrap (2) Adrià Puigdomènech Badia (1) Michal Valko (1) Charles Blundell (1) Rachita Chhaparia (1) Nan Rosemary Ke (1) Gregory Thornton (1) Anirudh Goyal (1) Alistair Muldal (1) Petko Georgiev (1)

Research topics

Machine Learning (2) Reinforcement Learning (2) Learning Types · Machine Learning (2) Methods (2) Artificial Intelligence (1) Deep Learning (1) Application Areas (1) Applications (1) Core AI (1) Core Methods (1) Learning Types · Deep Learning (1)

Keywords

deep reinforcement learning (1) reinforcement learning (1) multi-task learning (1) offline reinforcement learning (1) imitation learning (1) value function (1) behavior policy (1) retrieval-augmented generation (1) computer control (1) behavioral prior (1) retrieval-augmented learning (1) experience retrieval (1) neural network retrieval (1) cross-task transfer (1) miniwob++ benchmark (1) neural network (1)

Papers

A data-driven approach for learning to control computers ICML 2022 Retrieval-Augmented Reinforcement Learning ICML 2022