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Ammar N. Abbas's Projects

catch22 icon catch22

catch-22: CAnonical Time-series CHaracteristics

col-sdrprl icon col-sdrprl

Specialized Deep Residual Policy Reinforcement Learning with Behavioral Cloning for Continuous State-Action Spaces: A Case Study on the Tennessee Eastman Process

drl-based-decision-support icon drl-based-decision-support

Dynamic Influence Diagram-Based Deep Reinforcement Learning for enhancing decision making in control room scenarios

epoching_stylegan2_setup icon epoching_stylegan2_setup

A small repo containing code from a variety of sources (cited in the README.md) for the purpose of latent space exploration!

meg-pi icon meg-pi

Communication between Arduino and Raspberry-pi using SIMULINK: Using Arduino as the sensor for Raspi to perform the fuzzy logic task on real hardware. Simulink is used for serial communication between Arduino and Raspberry-Pi with the external mode deploying code directly on the boards. Figure a: Arduino serial transmit and receive model with pot input and motor control as output. Figure b: Raspberry-pi serial transmit and receive for taking input for processing using fuzzy logic and transmitting output. Fuzzy logic is used further as a Simulink block to perform washing machine control task on real hardware. Here is the link to the youtube video: https://youtu.be/aJTeD2Hq_-o

practical_rl-coursera icon practical_rl-coursera

My Solution to the Programming Assignments for Practical Reinforcement Learning from Coursera

researchergpt icon researchergpt

Automating manual efforts of researchers and allowing accidental discoveries deliberately possible by introducing GPT powered AI research assistant and making interdisciplinary breakthrough discoveries achievable through enhanced collaboration

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