Robust biped locomotion using deep reinforcement learning on top of an analytical control approach

M Kasaei, M Abreu, N Lau, A Pereira… - Robotics and Autonomous …, 2021 - Elsevier
This paper proposes a modular framework to generate robust biped locomotion using a tight
coupling between an analytical walking approach and deep reinforcement learning. This …

A survey of research on several problems in the RoboCup3D simulation environment

Z Gao, M Yi, Y **, H Zhang, Y Hao, M Yin, Z Cai… - Autonomous Agents and …, 2024 - Springer
In the process of robot research and development, due to the vulnerability of hardware,
simulation environment is often used to verify and test algorithms first. RoboCup3D …

Classification of mild cognitive impairment and Alzheimer's Disease with machine-learning techniques using 1H Magnetic Resonance Spectroscopy data

CR Munteanu, C Fernandez-Lozano, VM Abad… - Expert Systems with …, 2015 - Elsevier
Several magnetic resonance techniques have been proposed as non-invasive imaging
biomarkers for the evaluation of disease progression and early diagnosis of Alzheimer's …

[КНИГА][B] Evolutionary humanoid robotics

M Eaton - 2015 - Springer
In this text we look to the past to two distinct strands of research into autonomous robots,
evolutionary robotics and humanoid robot research, and how these strands are now …

Biped walking using coronal and sagittal movements based on truncated fourier series

N Shafii, LP Reis, N Lau - Robot Soccer World Cup, 2010 - Springer
Biped walking by using all joint movements and DOFs in both directions (sagittal plane and
coronal plane) is one of the most complicated research topics in robotics. In this paper …

An optimal closed-loop framework to develop stable walking for humanoid robot

M Kasaei, N Lau, A Pereira - 2018 IEEE International …, 2018 - ieeexplore.ieee.org
Bipedal robots are essentially unstable because of their complex kinematics as well as high
dimensional state space dynamics, hence control and generation of stable walking is a …

A hybrid zmp-cpg based walk engine for biped robots

SM Kasaei, D Simões, N Lau, A Pereira - ROBOT 2017: Third Iberian …, 2018 - Springer
Develo** an optimized omnidirectional walking for biped robots is a challenging task due
to their complex dynamics and kinematics. This paper proposes a hierarchical walk engine …

A fast and stable omnidirectional walking engine for the nao humanoid robot

M Kasaei, N Lau, A Pereira - RoboCup 2019: Robot World Cup XXIII 23, 2019 - Springer
This paper proposes a framework designed to generate a closed-loop walking engine for a
humanoid robot. In particular, the core of this framework is an abstract dynamics model …

Development of an omnidirectional kick for a nao humanoid robot

R Ferreira, LP Reis, AP Moreira, N Lau - Advances in Artificial Intelligence …, 2012 - Springer
This paper proposes a method to develop an omnidirectional kick behavior for a humanoid
robot. The objective is to provide a humanoid with the ability to kick in different directions …

Learning low-level behaviors and high-level strategies in humanoid soccer

D Simões, P Amaro, T Silva, N Lau, LP Reis - Robot 2019: Fourth Iberian …, 2020 - Springer
This paper investigates the learning of both low-level behaviors for humanoid robot
controllers and of high-level coordination strategies for teams of robots engaged in …