Brent Venable

Director of the Intelligent Systems and Robotics doctoral program

University of West Florida

Affiliations

Intelligent Systems & Robotics

Department Of Intelligent Systems And Robotics

Department Of Systems Science

Division of Academic Affairs

Hal Marcus College of Science and Engineering

Institute for Analytics and Industry Advancement

University of West Florida

Brent Venable is currently serving as an Intelligent Systems & Robotics Director of the Intelligent Systems and Robotics doctoral program at University of West Florida.

Honors

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Experiences

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Education

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Brent Venable

University of West Florida

Director of the Intelligent Systems and Robotics doctoral program

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computer science social choice decision theory applied mathematics automated reasoning mechanism design artificial intelligence temporal logic preference aggregation constraint satisfaction voting rule economics game theory constraint solving computational intelligence electronic voting fuzzy systems discrete algorithms public policy mathematical optimization auditory science fuzzy sets collective choice intelligent decision making ai architecture fuzzy computing trajectory optimization choice theory public integrity global optimization soft computing computer-assisted reasoning industrial artificial intelligence fuzzy optimization law and economics governance competition (economics) internal controls antitrust enforcement public management competition law economic behavior unmanned aircraft systems image representation computational game theory probabilistic reasoning network governance bribery scheduling problems model optimization network mechanism unmanned ground vehicle trajectory planning path planning choice-process data rotor dynamics convolutional neural networks inhibitory process multisensory integration mood spectrum computational social choice multi-agent systems intelligent systems cognitive models preference modeling

Notable Scholarly Works

Notable Federal Grants

Collaborators

A Sentinel-2 Benchmark and Deep-Learning Study for Wildfire Damage Mapping. (2025)

machine learningconvolutional neural networkswildfiresdeep learningremote sensingmachine learning researchdata scienceimage representationneural network (machine learning)

Constrained Edge AI Deployment: Fine-Tuning vs Distillation for Llm Compression. (2025)

computational optimizationneural network (machine learning)model compressionedge intelligenceartificial intelligencecomputational intelligencecomputer science

Development and Application of a Sentinel-2 Satellite Imagery Dataset for Deep-Learning Driven Forest Wildfire Detection. (2025)

wildland firefire detectionwildfiresremote sensingdeep learningimage analysisearth sciencedata science

Encoding Goals as Graphs: Structured Objectives for Scalable Cooperative Multi-Agent Reinforcement Learning. (2025)

cooperationreinforcement learningmulti-agent learningrobot learningmultiagent systemsmulti-agent planningcomputer science

Extracting Probabilistic Knowledge From Large Language Models for Bayesian Network Parameterization. (2025)

knowledge extractionknowledge graphscomputational linguisticsbayesian networklanguage modelsknowledge discoverylinguistics

Fast, Slow, and Metacognitive Thinking in AI. (2025)

metacognitionthinking skillsartificial intelligencecognitive sciencecognition

Learning vs Retrieval: The Role of In-Context Examples in Regression With Large Language Models. (2025)

context (linguistics)language learningnlp tasklanguage modelsnatural language processinglanguagedata-driven learninglarge language models

Mapping Illegal Logging Using Geoai. (2025)

geographical information sciencegeographic information systemscartographygeospatial mapping

Natural Language Interaction With Databases on Edge Devices in the Internet of Battlefield Things. (2025)

databasesuser interfacesdata sciencenatural language interfacesinternet of things

On Accelerating Edge AI: Optimizing Resource-Constrained Environments. (2025)

computational optimizationedge intelligenceartificial intelligenceintelligent computingcomputer scienceedge computing

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