Tobias Pohlen

3 papers · 2017–2022 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (12) 🐣 Hot Topic Early Bird

Venues

CVPR (1) ICML (1) NeurIPS (1)

Top co-authors

David Raposo (1) Petko Georgiev (1) Gregory Thornton (1) Shane Legg (1) Dario Amodei (1) Rachita Chhaparia (1) Borja Ibarz (1) Alexander Hermans (1) Alistair Muldal (1) Peter C Humphreys (1)

Research topics

Artificial Intelligence (2) Machine Learning (2) Reinforcement Learning (2) Applications (2) Core AI (2) Learning Types (2) Methods (2) Computer Vision (1) Deep Learning (1) Analysis (1) Application Areas (1) Architectures (1) Domain-Specific (1) Learning Paradigms (1)

Keywords

imitation learning (2) reinforcement learning (1) semantic segmentation (1) multi-task learning (1) preference learning (1) autonomous driving (1) demonstration learning (1) reward learning (1) convolutional neural network (1) image resolution (1) residual network (1) human preference (1) computer control (1) behavioral prior (1) street scene (1) cross-task transfer (1) miniwob++ benchmark (1) deep reinforcement learning (1) multi-scale context (1)

Papers

A data-driven approach for learning to control computers ICML 2022 Reward learning from human preferences and demonstrations in Atari NeurIPS 2018 Full-Resolution Residual Networks for Semantic Segmentation in Street Scenes CVPR 2017