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Torocó: A Subsumption Architecture Implementation
2022 8th International Conference on Automation, Robotics and Applications (ICARA), 2022Writing control software for robots poses specific challenges. Robotic systems are inherently real-time, concurrent, and tightly coupled to the physical environment through sensing and actuation.
Ignacio Bettosini +4 more
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Evolving a metabolic subsumption architecture for cooperative control of the e-puck
Memetic Computing, 2011Subsumption architectures are a well-known model for behaviour-based robotic control. The global behaviour is achieved by defining a hierarchy of increasingly sophisticated behaviours. We are interested in using evolutionary algorithms to develop appropriate control architectures.
Verena Fischer, Simon J. Hickinbotham
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Experiences with the subsumption architecture
[1989] Proceedings. The Fifth Conference on Artificial Intelligence Applications, 2003A subsumption architecture has been proposed as an effective approach for the construction of robust, real-time control systems for mobile robots. To investigate its strengths and weaknesses, a simulation of the architecture was developed called the Subsumption Architecture Tool (SAT).
J. E. Arnold
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Implementation of a subsumption based architecture using model-driven development
2013 IEEE International Systems Conference (SysCon), 2013This paper describes the implementation of a subsumption architecture by using Model Driven Development in a real-time physical platform. The behaviours are implemented as finite state-machines and are guaranteed to be executed in real-time while avoiding deadlocks.
Sidney N Givigi
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Scaling Reinforcement Learning to Robotics by Exploiting the Subsumption Architecture
ML Workshop, 1991Abstract Making robots learn complex tasks from reinforcement seems attractive, but a number of problems are encountered in practice. The learning converges slowly because rewards are infrequent, and it is difficult to find effective ways of encoding state history.
Sridhar Mahadevan, Jonathan Connell
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A Metabolic Subsumption Architecture for Cooperative Control of the e-Puck
Nature Inspired Cooperative Strategies for Optimization, 2010Subsumption architectures are a well-known model for behaviour-based robotic control. The overall behaviour is achieved by defining a hierarchy of increasingly sophisticated behaviours.We are interested in using evolutionary algorithms to develop appropriate control architectures.We observe that the layered arrangement of behaviours in subsumption ...
Verena Fischer, Simon J. Hickinbotham
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Proceedings of the 2008 International Conference on Advances in Computer Entertainment Technology, 2008
BeatBender is a computer music project that explores a new method for generating emergent rhythmic drum patterns using the subsumption architecture. Rather than explicitly coding symbolic intelligence into the system using procedural algorithms, BeatBender uses a behavior-based model to elicit emergent rhythmic output from six autonomous agents.
Aaron M. Levisohn, Philippe Pasquier
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BeatBender is a computer music project that explores a new method for generating emergent rhythmic drum patterns using the subsumption architecture. Rather than explicitly coding symbolic intelligence into the system using procedural algorithms, BeatBender uses a behavior-based model to elicit emergent rhythmic output from six autonomous agents.
Aaron M. Levisohn, Philippe Pasquier
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A Double-Layer Subsumption Mechanism for Enforcing Sequential Behaviors in a Cognitive Architecture
2021 IEEE Symposium Series on Computational Intelligence (SSCI), 2021This paper describes the design and implementation of a double-layer subsumption mechanism, used to integrate a plan-based subsystem with a subsumption architecture, within the MECA Cognitive Architecture. This mechanism enables MECA to benefit both from
Ricardo R. Gudwin +6 more
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