Neural architecture search, imitation learning and the optimized pipeline with Dr. Debadeepta Dey
Dr. Debadeepta Dey is a Principal Researcher in the Adaptive Systems and Interaction group at MSR and he’s currently exploring several lines of research that may help bridge the gap between perception and planning for…
Project Causica: Decision Optimization with Causal ML
Project Causica aims to develop machine learning solutions for efficient decision making that demonstrate human expert-level performance across all domains.
Image Accessibility
Digital imagery pervades modern life. More than a billion images per day are produced and uploaded to social media sites, and we also encounter digital images within websites, apps, digital documents, and eBooks. Engaging with…
EMEA scholarship program continues to foster collaboration with academia while new research award targets rising talent
Cecily Morrison wants to build technology that enables people to live their lives the way they want and accomplish things they wouldn’t otherwise be able to. The Principal Researcher landed on the personal mission years…
Microsoft Academic
Microsoft Academic is a project exploring how to assist human conducting scientific research by leveraging machine’s cognitive power in memory, computation, sensing, attention, and endurance.
Abstraction in Reinforcement Learning
Reinforcement Learning (RL) agents must learn to make useful decisions through action and observation alone. To be effective problem solvers, RL agents must efficiently explore vast environments, assign credit from delayed feedback, and generalize to…