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Learning in a hierarchical control system: 4D/RCS in the DARPA LAGR program

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

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Stable Adaptive Control and Estimation for Nonlinear Systems
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Learning Predictions of the Load-Bearing Surface for Autonomous Rough-Terrain Navigation in Vegetation
inferredcites →https://doi.org/10.1007/b138169openalex-snapshot
Biomimicry for Optimization, Control, and Automation
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Color indexing
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Learning traversability models for autonomous mobile vehicles
inferredcites →https://doi.org/10.1016/0004-3702(91)90053-mopenalex-snapshot
Intelligence without representation
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A comparative study of texture measures with classification based on featured distributions
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Real-time algorithms and data structures for underwater mapping
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Vision for mobile robot navigation: a survey
inferredcites →https://doi.org/10.1109/cvpr.1997.609331openalex-snapshot
Non-parametric similarity measures for unsupervised texture segmentation and image retrieval
inferredcites →https://doi.org/10.1109/icpr.1996.547285openalex-snapshot
Accurate color discrimination with classification based on feature distributions
inferredcites →https://doi.org/10.1109/itsc.2006.1706865openalex-snapshot
Color model-based real-time learning for road following
inferredcites →https://doi.org/10.1109/jra.1986.1087032openalex-snapshot
A robust layered control system for a mobile robot
inferredcites →https://doi.org/10.1109/nafips.2001.944218openalex-snapshot
Enhancing fuzzy robot navigation systems by mimicking human visual perception of natural terrain traversability
inferredcites →https://doi.org/10.1109/robot.1986.1087397openalex-snapshot
Autonomous road following
inferredcites →https://doi.org/10.1109/robot.1991.131921openalex-snapshot
Color image segmentation using modified HSI system for road following
inferredcites →https://doi.org/10.1109/robot.2000.844734openalex-snapshot
Appearance-based place recognition for topological localization
inferredcites →https://doi.org/10.1109/tac.2006.878700openalex-snapshot
Biomimicry for Optimization, Control and Automation
inferredcites →https://doi.org/10.1109/tits.2004.838221openalex-snapshot
Color-based road detection in urban traffic scenes
inferredcites →https://doi.org/10.1115/detc98/cie-5530openalex-snapshot
Java-Based Tools for Development and Diagnosis of Real-Time Control Systems
inferredcites →https://doi.org/10.1126/science.275.5306.1593openalex-snapshot
A Neural Substrate of Prediction and Reward
inferredcites →https://doi.org/10.6028/nist.ir.6910openalex-snapshot
4DRCS :

What points at this work

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inferred← citeshttps://doi.org/10.1002/rob.20161openalex-snapshot
The DARPA LAGR program: Goals, challenges, methodology, and phase I results
inferred← citeshttps://doi.org/10.1002/rob.20270openalex-snapshot
A multirange architecture for collision‐free off‐road robot navigation
inferred← citeshttps://doi.org/10.1002/rob.v26:1openalex-snapshot
inferred← citeshttps://doi.org/10.1007/978-3-540-75404-6_39openalex-snapshot
Online Learning of Multiple Perceptual Models for Navigation in Unknown Terrain
inferred← citeshttps://doi.org/10.1007/978-3-540-79257-4_13openalex-snapshot
Intelligent Control of Mobility Systems
inferred← citeshttps://doi.org/10.1007/s10514-007-9063-6openalex-snapshot
Learning traversability models for autonomous mobile vehicles
inferred← citeshttps://doi.org/10.1016/j.ins.2009.12.031openalex-snapshot
A model of computation and representation in the brain
inferred← citeshttps://doi.org/10.1093/oso/9780192844835.001.0001openalex-snapshot
The Computational Evolution of Cognitive Architectures
inferred← citeshttps://doi.org/10.1093/oso/9780192844835.002.0004openalex-snapshot
Copyright Page
inferred← citeshttps://doi.org/10.1093/oso/9780192844835.002.0005openalex-snapshot
Foreword
inferred← citeshttps://doi.org/10.1093/oso/9780192844835.002.0007openalex-snapshot
Figure
inferred← citeshttps://doi.org/10.1093/oso/9780192844835.003.0001openalex-snapshot
What is this book about?
inferred← citeshttps://doi.org/10.1093/oso/9780192844835.003.0002openalex-snapshot
What Are Cognitive Architectures?
inferred← citeshttps://doi.org/10.1093/oso/9780192844835.003.0003openalex-snapshot
Cognitive Architectures, AI, and Cognitive Science
inferred← citeshttps://doi.org/10.1093/oso/9780192844835.003.0004openalex-snapshot
Taxonomies of Cognitive Architectures
inferred← citeshttps://doi.org/10.1093/oso/9780192844835.003.0005openalex-snapshot
Sensation and Perception
inferred← citeshttps://doi.org/10.1093/oso/9780192844835.003.0006openalex-snapshot
Memory
inferred← citeshttps://doi.org/10.1093/oso/9780192844835.003.0007openalex-snapshot
Learning
inferred← citeshttps://doi.org/10.1093/oso/9780192844835.003.0008openalex-snapshot
Reasoning and Decision-Making
inferred← citeshttps://doi.org/10.1093/oso/9780192844835.003.0009openalex-snapshot
Putting It All Together
inferred← citeshttps://doi.org/10.1093/oso/9780192844835.003.0010openalex-snapshot
Practical Applications of Cognitive Architectures
inferred← citeshttps://doi.org/10.1093/oso/9780192844835.003.0011openalex-snapshot
Evaluating Cognitive Architectures
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Cognitive Architectures in the Deep Learning Era
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Challenges of the Past and Opportunities Ahead
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Improved Barrier Function With Adjustable Parameter-Based Tracking Control for Robot Under Position Constraints
inferred← citeshttps://doi.org/10.1109/aim.2016.7576821openalex-snapshot
The comparison of the detecting performance between the ground and the aerial visual analytics in the UGV-UAV collaborative system
inferred← citeshttps://doi.org/10.1109/robot.2010.5509352openalex-snapshot
A segmentation guided label propagation scheme for autonomous navigation
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Inferring geometry from imagery - Enabling high speed traversal
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A Survey of Cognitive Architectures in the Past 20 Years
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Collective intelligence
inferred← citeshttps://doi.org/10.2514/1.i010191openalex-snapshot
Development of a Mobile Robot System Based on the Soar Cognitive Architecture
inferred← citeshttps://doi.org/10.3233/ica-2007-14202openalex-snapshot
Integrating learning into a hierarchical vehicle control system
inferred← citeshttps://doi.org/10.3389/fphy.2022.942245openalex-snapshot
Building trust and responsibility into autonomous human-machine teams
inferred← citeshttps://doi.org/10.3390/robotics5040025openalex-snapshot
Improving Robot Mobility by Combining Downward-Looking and Frontal Cameras
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Using Perception Cues for Context-Aware Navigation in Dynamic Outdoor Environments
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Autonomy Levels For Unmanned Systems (ALFUS) framework, volume II :
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