Design possibilities and challenges of DNN models: a review on the perspective of end devices

H Hussain, PS Tamizharasan, CS Rahul - Artificial Intelligence Review, 2022 - Springer
Abstract Deep Neural Network (DNN) models for both resource-rich environments and
resource-constrained devices have become abundant in recent years. As of now, the …

Automaton-guided curriculum generation for reinforcement learning agents

Y Shukla, A Kulkarni, R Wright, A Velasquez… - Proceedings of the …, 2023 - ojs.aaai.org
Abstract Despite advances in Reinforcement Learning, many sequential decision making
tasks remain prohibitively expensive and impractical to learn. Recently, approaches that …

Acute: Automatic curriculum transfer from simple to complex environments

Y Shukla, C Thierauf, R Hosseini, G Tatiya… - arXiv preprint arXiv …, 2022 - arxiv.org
Despite recent advances in Reinforcement Learning (RL), many problems, especially real-
world tasks, remain prohibitively expensive to learn. To address this issue, several lines of …

Logical Specifications-guided Dynamic Task Sampling for Reinforcement Learning Agents

Y Shukla, T Burman, AN Kulkarni, R Wright… - Proceedings of the …, 2024 - ojs.aaai.org
Reinforcement Learning (RL) has made significant strides in enabling artificial agents to
learn diverse behaviors. However, learning an effective policy often requires a large number …

Cooperative Communications Based on Deep Learning Using a Recurrent Neural Network in Wireless Communication Networks

M Rathika, P Sivakumar… - Mathematical …, 2022 - Wiley Online Library
In recent years, cooperative communication (CC) technology has emerged as a hotspot for
testing wireless communication networks (WCNs), and it will play an important role in the …

The Professional Go Annotation Dataset

Y Gao, D Zhang, H Li - IEEE Transactions on Games, 2023 - ieeexplore.ieee.org
The field of Go game research is hampered by the absence of records and analytical tools.
In recent years, the increasing number of professional competitions and the advent of …

[HTML][HTML] Requerimientos para la producción e implementación de un Material Educativo Digital

MM Díaz-López, SX Pimienta Rodríguez - Educación Médica Superior, 2023 - scielo.sld.cu
Objetivo: Evaluar los elementos necesarios para la producción de un material educativo
digital (MED) inédito, mediante su implementación en estudiantes. Métodos: Se realizó un …

Transforming Human Resources With AI: Empowering Talent Management and Workforce Productivity

MF Massoud, B Maaliky, A Fawal… - … Applications of Big …, 2024 - igi-global.com
AI is an irreplaceable human resources technological tool in the era of new technologies. AI
allows recruiters to face tense talent shortages and resignation peril. AI benefits include …

PGD: A large-scale professional Go dataset for data-driven analytics

Y Gao - 2022 IEEE Conference on Games (CoG), 2022 - ieeexplore.ieee.org
Lee Sedol is on a winning streak–does this legend rise again after the competition with
AlphaGo? Ke Jie is invincible in the world championship–can he still win the title this time …

The ProfessionAl Go annotation datasEt (PAGE)

Y Gao, D Zhang, H Li - arXiv preprint arXiv:2211.01559, 2022 - arxiv.org
The game of Go has been highly under-researched due to the lack of game records and
analysis tools. In recent years, the increasing number of professional competitions and the …