Christopher J. Pal

3 papers · 2019–2020 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (10) 🐣 Hot Topic Early Bird

Venues

ICLR (2) CoRL (1)

Top co-authors

Manfred Diaz (1) Pedro O. Pinheiro (1) Florian Golemo (1) Bhairav Mehta (1) Liam Paull (1) Negar Rostamzadeh (1) Christian Rupprecht (1) Arantxa Casanova (1) Cyril Ibrahim (1)

Research topics

Artificial Intelligence (2) Deep Learning (2) Core AI (2) Computer Vision (1) Machine Learning (1) Reinforcement Learning (1) Analysis (1) Application Areas (1) Applications (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1) Models (1)

Keywords

active learning (2) deep reinforcement learning (2) zero-shot learning (1) semantic segmentation (1) sim-to-real transfer (1) transfer learning (1) ai safety (1) domain randomization (1) class imbalance (1) generative model (1) agent behavior (1) policy generalization (1) deep q-network (1) domain transfer (1) visual input (1) active domain randomization (1)

Papers

Finding and Visualizing Weaknesses of Deep Reinforcement Learning Agents ICLR 2020 Reinforced active learning for image segmentation ICLR 2020 Active Domain Randomization CoRL 2019