Search Results for author: Ali Hassan

Found 6 papers, 0 papers with code

MotionInput v2.0 supporting DirectX: A modular library of open-source gesture-based machine learning and computer vision methods for interacting and controlling existing software with a webcam

no code implementations10 Aug 2021 Ashild Kummen, Guanlin Li, Ali Hassan, Teodora Ganeva, Qianying Lu, Robert Shaw, Chenuka Ratwatte, Yang Zou, Lu Han, Emil Almazov, Sheena Visram, Andrew Taylor, Neil J Sebire, Lee Stott, Yvonne Rogers, Graham Roberts, Dean Mohamedally

We also introduce a series of bespoke gesture recognition classifications as DirectInput triggers, including gestures for idle states, auto calibration, depth capture from a 2D RGB webcam stream and tracking of facial motions such as mouth motions, winking, and head direction with rotation.

Gesture Recognition

Privacy-Aware Load Ensemble Control: A Linearly-Solvable MDP Approach

no code implementations19 Mar 2021 Ali Hassan, Deepjyoti Deka, Yury Dvorkin

Demand response (DR) programs engage distributed demand-side resources, e. g., controllable residential and commercial loads, in providing ancillary services for electric power systems.

Privacy Preserving

A Hierarchical Approach to Multi-Energy Demand Response: From Electricity to Multi-Energy Applications

no code implementations5 May 2020 Ali Hassan, Samrat Acharya, Michael Chertkov, Deepjyoti Deka, Yury Dvorkin

Due to proliferation of energy efficiency measures and availability of the renewable energy resources, traditional energy infrastructure systems (electricity, heat, gas) can no longer be operated in a centralized manner under the assumption that consumer behavior is inflexible, i. e. cannot be adjusted in return for an adequate incentive.

Data-Driven Learning and Load Ensemble Control

no code implementations20 Apr 2020 Ali Hassan, Deepjyoti Deka, Michael Chertkov, Yury Dvorkin

Demand response (DR) programs aim to engage distributed small-scale flexible loads, such as thermostatically controllable loads (TCLs), to provide various grid support services.

reinforcement-learning Reinforcement Learning (RL)

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