Concepedia

Björn Lütjens

BL

11

Publications

276

Citations

10

H-Index

2019

Active since

Affiliations

Massachusetts Institute of Technology(Current)

Björn Lütjens is an author at Massachusetts Institute of Technology specializing in deep learning, engineering, and machine learning.

Top concepts

EngineeringDeep LearningMachine LearningData ScienceEarth ScienceGeographyComputer ScienceMachine VisionRemote SensingHydrology

Publications per year

2019–2023

11

Publications

11

Certified Adversarial Robustness for Deep Reinforcement Learning

Björn Lütjens, Michael Everett, Jonathan P. How · arXiv (Cornell University) · 2019 · 46 citations · Full text

Artificial Intelligence, Reward Hacking, Engineering +12

Certifiable Robustness to Adversarial State Uncertainty in Deep\n Reinforcement Learning

Michael Everett, Björn Lütjens, Jonathan P. How · arXiv (Cornell University) · 2020 · 36 citations · Full text

Generating Physically-Consistent Satellite Imagery for Climate Visualizations

Björn Lütjens, Brandon Leshchinskiy, Farrukh Chishtie et al. · arXiv (Cornell University) · 2021 · 35 citations · Full text

Safe Reinforcement Learning With Model Uncertainty Estimates

Björn Lütjens, Michael Everett, Jonathan P. How · 2019 · 34 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +18

Physics-informed GANs for Coastal Flood Visualization

Björn Lütjens, Brandon Leshchinskiy, Christian Requena‐Mesa et al. · arXiv (Cornell University) · 2020 · 28 citations · Full text

Flash Flood, Coastal Engineering, Deep Learning Pipeline +14

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