Towards Using Batch Reinforcement Learning to Identify Treatment Options in Healthcare

Subscribers:
344,000
Published on ● Video Link: https://www.youtube.com/watch?v=Nf9XCdQfT2E



Duration: 47:30
2,108 views
35


Reinforcement Learning Day 2019:
Towards Using Batch Reinforcement Learning to Identify Treatment Options in Healthcare

See more at https://www.microsoft.com/en-us/research/video/towards-using-batch-reinforcement-learning-to-identify-treatment-options-in-healthcare/




Other Videos By Microsoft Research


2019-10-23Machine teaching, LUIS and the democratization of custom AI with Dr. Riham Mansour [Podcast]
2019-10-21Generalization in Reinforcement Learning with Selective Noise Injection
2019-10-21DreamWalker: Substituting Real-World Walking Experiences with a Virtual Reality
2019-10-21Learning Structured Models for Safe Robot Control
2019-10-21RDMA: Provably More Powerful Communication
2019-10-21Mise-Unseen: Using Eye Tracking to Hide Virtual Reality Scene Changes in Plain Sight
2019-10-21CapstanCrunch: A Haptic VR Controller with User-supplied Force Feedback
2019-10-18Social Computing for Social Good in Low-Resource Environments
2019-10-16News from the front in the post-quantum crypto wars with Dr. Craig Costello [Podcast]
2019-10-14Grounding Natural Language for Embodied Agents
2019-10-14Towards Using Batch Reinforcement Learning to Identify Treatment Options in Healthcare
2019-10-14Can quantum mechanics help us learn models of classical systems?
2019-10-14Reinforcement Learning From Small Data in Feature Space
2019-10-14Reward Machines: Structuring Reward Function Specifications and Reducing Sample Complexity...
2019-10-14Safe and Fair Reinforcement Learning
2019-10-14Scalable and Robust Multi-Agent Reinforcement Learning
2019-10-14Structure Visual Understanding and Interaction with Human and Environment
2019-10-14Improving Doctor-Patient Interaction with ML-Enabled Clinical Note Taking
2019-10-11HapSense: A Soft Haptic I/O Device with Uninterrupted Dual Functionalities...
2019-10-09Advanced polarized light microscopy for mapping molecular orientation
2019-10-09Data science and ML for human well-being with Jina Suh [Podcast]



Tags:
reinforcement learning
RL Day 2019
treatment options
healthcare
Finale Doshi-Velez
Akshay Krishnamurthy
MSR New York
microsoft research