Contextual Pre-planning on Reward Machine Abstractions for Enhanced Transfer in Deep Reinforcement Learning

1 code implementation • 11 Jul 2023 • Guy Azran, Mohamad H. Danesh, Stefano V. Albrecht, Sarah Keren

Recent studies show that deep reinforcement learning (DRL) agents tend to overfit to the task on which they were trained and fail to adapt to minor environment changes.

MicroAnalyzer: A Python Tool for Automated Bacterial Analysis with Fluorescence Microscopy

1 code implementation • 26 Sep 2020 • Jonathan Reiner, Guy Azran, Gal Hyams

Here, we present MicroAnalyzer - a tool that automates these tasks by providing an end-to-end platform for microscope image analysis.

Segmentation