Search results | J. Murrey Atkins Library

Title: 'Practice' for Enhancing the Performance of a Deep Reinforcement Learning Agent
Author: Kancharla, Venkata Sai Santosh Ravi Teja
Date Created: 2019
Subjects--Topical: Artificial intelligence
Description: Deep reinforcement learning has demonstrated its capability to solve a diverse array of challenging problems, which were not able to solve previously. It has been able to achieve human-level performance in Atari 2600 games and it has shown great p...

Title: Autonomous Cyber Defense: Formal Models and Applications
Author: Dutta, Ashutosh
Date Created: 2021
Subjects--Topical: Computer science, Information science, Information technology
Description: With technological advancements, cyber attacks are highly automated and organized with asymmetric advantages over defenders regarding cost and efforts.Attackers employ sophisticated and diversified approaches to achieve attack objectives while bei...

Title: Coordinating decentralized learning and conflict resolution across agent boundaries
Author: Cheng, Shanjun
Date Created: 2012
Subjects--Topical: Computer science, Information technology, Artificial intelligence
Description: It is crucial for embedded systems to adapt to the dynamics of openenvironments. This adaptation process becomes especially challenging in the context of multiagent systems because of scalability, partial information accessibility and complex inte...

Title: Deep Neural Language Generation with Emotional Intelligence and External Feedback
Author: Srinivasan, Vidhushini
Date Created: 2018
Subjects--Topical: Computer science
Description: Neural seq2seq models are widely used to generate dialogue using variations of RNN Encoder-Decoder architecture with maximum likelihood estimation as objective function. Advances in this architecture include introducing reinforcement learning to t...

Title: Hierarchical decentralized optimal control and reconfiguration of networked microgrids in the power distribution system
Author: Ingalalli, Aravind
Date Created: 2023
Subjects--Topical: Electrical engineering
Description: Advancements in information and communication technology, decentralized digital economic structures, and data-driven learning-based technology have transformed distribution networks as a system of systems in recent decades. With the rapid integrat...

Title: Impacts of connected and autonomous vehicles on deep reinforcement learning controlled intersection systems
Author: Song, Li
Date Created: 2022
Subjects--Topical: Transportation
Description: Connected and autonomous vehicle (CAV) technologies could significantly change the car-following behaviors and affect the performance of the intersection systems. As it is expected to have a long transition time during which human driven vehicles ...

Title: Reinforcement Learning based Multi-layer Traffic Engineering for Intelligence Wireless Networking: From System to Algorithms
Author: Pinyoanuntapong, Pinyarash
Date Created: 2023
Subjects--Topical: Computer science
Description: The AI-digital era is characterized by an unprecedented surge in data usage, spanning from data centers to IoT devices. This growth has driven the evolution of AI-optimized networks, designed to fuse AI capabilities with advanced network solutions...

Title: Self-Propelling Robotic Hydrofoil Arrays: Mechanics, Efficiency, and Optimization
Author: Bhansali, Rakshit
Date Created: 2018
Subjects--Topical: Mechanical engineering, Robotics
Description: Mathematical models for the self-propulsion of articulated bodies in fluids at low Reynolds number can be interpreted geometrically in terms of connections in principal bundles. Visualization of the local curvature of a connection in this context ...