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Standard reinforcement learning framework

The basics of reinforcement learning

A (relatively) brief introduction to RL, in blog post format.

Segmented SD-OCT Image

Individual Drusen Segmentation with Sparse Volumetric SD-OCT Sampling

DML Logo Arete Fellowship Logo

I co-led the Fall 2019 Arete Fellowship, a 10-week discussion-based introduction to Effective Altruism

Standard reinforcement learning framework

Policy Gradient Algorithm Implementations

REINFORCE (Vanilla Policy Gradient), Advantage Actor-Critic (A2C) with Generalized Advantage Estimation (GAE), Proximal Policy Optimization (PPO)

Outline of project

NLP Benchmarks, Apache Spark, Electronic Medical Records, NICU

Project headline

Analyzing the Onset of Yield in Thermoset Polymers:

An angle analysis with aerospace applications