Robust Artificial Intelligence for Neurorobotics - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Robust Artificial Intelligence for Neurorobotics write by Subramanian Ramamoorthy. This book was released on 2022-01-31. Robust Artificial Intelligence for Neurorobotics available in PDF, EPUB and Kindle.
Applications in Neurorobotics
Applications in Neurorobotics - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Applications in Neurorobotics write by Corey Michael Thibeault. This book was released on 2012. Applications in Neurorobotics available in PDF, EPUB and Kindle. The field of neurorobotics is still in its infancy; however, its intersecting motivations are not. On the one hand, theories of neuroscience that require immersion in the real-world can be embedded in mobile agents creating complex patterns of activity believed to be a requirement for understanding higher-order neural function. On the other, the cognitive capabilities of humans remain unparalleled by artificial agents. Emulating biology is one strategy for creating more capable artificial intelligence. Despite these strong motivations for creating neurorobotic entities technological hurdles still remain at all levels. This thesis presents two different contributions to the field of neurorobotics. The first is aimed at reducing the complexity of coupling spiking neural models with virtual agents. This is accomplished through a set of tools that act to abstract the neuroscience details from roboticists and the mechanical details away from the neuroscientists. The second contribution provides an example of how higher-level cognitive theories of speech processing can be integrated into the neurorobotics paradigm. Extracting the emotional content of a speaker, independent of what is being spoken, is a daily act for most people. The neural basis for this ability remains illusive, however cognitive models have been realized. This class of models can be integrated with the biologically realistic neural simulations in a complementary way to expand the capabilities of a neurorobotic system.
Toward Learning Robots
Toward Learning Robots - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Toward Learning Robots write by Walter Van de Velde. This book was released on 1993. Toward Learning Robots available in PDF, EPUB and Kindle. The contributions in Toward Learning Robots address the question of how a robot can be designed to acquire autonomously whatever it needs to realize adequate behavior in a complex environment. In-depth discussions of issues, techniques, and experiments in machine learning focus on improving ease of programming and enhancing robustness in unpredictable and changing environments, given limitations of time and resources available to researchers. The authors show practical progress toward a useful set of abstractions and techniques to describe and automate various aspects of learning in autonomous systems. The close interaction of such a system with the world reveals opportunities for new architectures and learning scenarios and for grounding symbolic representations, though such thorny problems as noise, choice of language, abstraction level of representation, and operationality have to be faced head-on. Contents Introduction: Toward Learning Robots * Learning Reliable Manipulation Strategies without Initial Physical Models * Learning by an Autonomous Agent in the Pushing Domain * A Cost-Sensitive Machine Learning Method for the Approach and Recognize Task * A Robot Exploration and Mapping Strategy Based on a Semantic Hierarchy of Spatial Representations * Understanding Object Motion: Recognition, Learning and Spatiotemporal Reasoning * Learning How to Plan * Robo-Soar: An Integration of External Interaction, Planning, and Learning Using Soar * Foundations of Learning in Autonomous Agents * Prior Knowledge and Autonomous Learning
Hardware for Artificial Intelligence
Hardware for Artificial Intelligence - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Hardware for Artificial Intelligence write by Alexantrou Serb. This book was released on 2022-09-26. Hardware for Artificial Intelligence available in PDF, EPUB and Kindle.
Neurorobotics explores machine learning
Neurorobotics explores machine learning - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Neurorobotics explores machine learning write by Fei Chen. This book was released on 2023-01-20. Neurorobotics explores machine learning available in PDF, EPUB and Kindle.
