Search Results for author: Kishore Reddy

Found 7 papers, 0 papers with code

Guided Policy Search Based Control of a High Dimensional Advanced Manufacturing Process

no code implementations12 Sep 2020 Amit Surana, Kishore Reddy, Matthew Siopis

In this paper we apply guided policy search (GPS) based reinforcement learning framework for a high dimensional optimal control problem arising in an additive manufacturing process.

reinforcement-learning Reinforcement Learning (RL)

A CNN-LSTM Quantifier for Single Access Point CSI Indoor Localization

no code implementations13 May 2020 Minh Tu Hoang, Brosnan Yuen, Kai Ren, Xiaodai Dong, Tao Lu, Robert Westendorp, Kishore Reddy

This paper proposes a combined network structure between convolutional neural network (CNN) and long-short term memory (LSTM) quantifier for WiFi fingerprinting indoor localization.

General Classification Indoor Localization

Semi-Sequential Probabilistic Model For Indoor Localization Enhancement

no code implementations8 Jan 2020 Minh Tu Hoang, Brosnan Yuen, Xiaodai Dong, Tao Lu, Robert Westendorp, Kishore Reddy

In contrast, SSP leverages the information of the previous position to determine the probable location since the user's speed in an indoor environment is bounded and locations near the previous one have higher probability than the other locations.

Indoor Localization Position

Multi-modal Sensor Registration for Vehicle Perception via Deep Neural Networks

no code implementations22 Dec 2014 Michael Giering, Vivek Venugopalan, Kishore Reddy

The ability to simultaneously leverage multiple modes of sensor information is critical for perception of an automated vehicle's physical surroundings.

Occlusion Edge Detection in RGB-D Frames using Deep Convolutional Networks

no code implementations22 Dec 2014 Soumik Sarkar, Vivek Venugopalan, Kishore Reddy, Michael Giering, Julian Ryde, Navdeep Jaitly

Occlusion edges in images which correspond to range discontinuity in the scene from the point of view of the observer are an important prerequisite for many vision and mobile robot tasks.

Edge Detection

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