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Krishnendu Chakrabarty

3 papers · 2020–2021 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver

Venues

ICML (2) MLHC (1)

Top co-authors

Tsung-Yi Ho (2) Jin Zhou (2) Tung-Che Liang (2) Yun-Sheng Chan (1) Jackson McNabb (1) Cy Lee (1) Richard Fair (1) Nick DeCapite (1) Zhanwei Zhong (1) Sonia Grego (1)

Research topics

Machine Learning (2) Reinforcement Learning (2) Applications (2) Methods (2) Artificial Intelligence (1) Computer Vision (1) Deep Learning (1) Robotics (1) Application Areas (1) Architectures (1) Core AI (1) Domain-Specific (1) Optimization & Theory (1)

Keywords

policy learning (2) multi-agent reinforcement learning (1) medical imaging (1) convolutional neural network (1) droplet routing (1) digital microfluidic biochip (1) biochemical protocol (1) droplet control (1) microfluidic biochip (1) parallel transport (1) precision health (1) stool image analysis (1) deep reinforcement learning (1) smart toilet (1)

Papers

Parallel Droplet Control in MEDA Biochips using Multi-Agent Reinforcement Learning ICML 2021 Stool Image Analysis for Precision Health Monitoring by Smart Toilets MLHC 2021 Adaptive Droplet Routing in Digital Microfluidic Biochips Using Deep Reinforcement Learning ICML 2020