Vol. 3 No. 1 (2025): Computational Intelligence Systems

Published: 2025-02-01

Articles

Constraint-Aware Multi-Agent Reinforcement Learning for Autonomous Systems

Emile M. Bailey, Tim Horton, Rakesh R. Baker, Darren Nieminen
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Multimodal Open-Weight Foundation Models for Visual-Linguistic Understanding in Intelligent Industrial Systems

Walid Ortiz, Ronald Lehtonen
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Agentic Coding Systems for Automated Software Maintenance: A Multi-Step Reasoning and Tool-Use Framework

Xinyu Lu, Joel D. Benson
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Multimodal Open-Weight Foundation Models for Visual-Linguistic Understanding in Intelligent Industrial Systems

Walid Ortiz, Ronald Lehtonen
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Agentic Retrieval-Augmented Generation for Reliable Multi-Step Knowledge-Intensive Question Answering

Leon Alvarez, Haoyu Yuan
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Open-Source Reasoning Models for Domain-Specific Intelligent Decision Support: A DeepSeek-R1-Inspired Evaluation Framework

Rajesh Garg, Jiang Liu, Finn Weber
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Generative AI for Simulation-Based Risk Assessment in Critical Infrastructure

Daniel R. Whitman, Mei-Ling Chen, Sofia Martinez
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Open-Source Reasoning Models for Domain-Specific Intelligent Decision Support: A DeepSeek-R1-Inspired Evaluation Framework

Rajesh Garg, Jiang Liu, Finn Weber
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Large Language Model Integration for Intelligent Geospatial Analytics

Leif Navarro, Devansh Raman, Deepak L. Krishnan, Nicolas R. Jennings
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Reinforcement Learning-Based Reasoning Optimization for Large Language Models in Complex Decision-Making Systems

Aditya M. Roy, Aakash D. Mishra
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Reinforcement Learning-Based Reasoning Optimization for Large Language Models in Complex Decision-Making Systems

Aditya M. Roy, Aakash D. Mishra
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Safety Evaluation of Autonomous AI Agents in Tool-Integrated Computational Intelligence Systems

Scott D. Cook, Ole Allen
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Real-Time AI-Driven Decision Support for Emergency Management

Jingwen Xiong, Quentin Woods, Amit Aulakh
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Safety Evaluation of Autonomous AI Agents in Tool-Integrated Computational Intelligence Systems

Scott D. Cook, Ole Allen
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Self-Supervised Learning for Dynamic Traffic Flow Prediction in Urban Networks

Brandon Nieminen, Xiongzhan Ni, Matteo Howard
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Thinking-Budget Optimization for Cost-Aware Reasoning in Large Language Model Applications

Lars Rao, Jesse Jimenez
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Thinking-Budget Optimization for Cost-Aware Reasoning in Large Language Model Applications

Lars Rao, Jesse Jimenez
- PDF

Vol. 3 No. 1 (2025): Computational Intelligence Systems

Articles

Constraint-Aware Multi-Agent Reinforcement Learning for Autonomous Systems

Multimodal Open-Weight Foundation Models for Visual-Linguistic Understanding in Intelligent Industrial Systems

Agentic Coding Systems for Automated Software Maintenance: A Multi-Step Reasoning and Tool-Use Framework

Multimodal Open-Weight Foundation Models for Visual-Linguistic Understanding in Intelligent Industrial Systems

Agentic Retrieval-Augmented Generation for Reliable Multi-Step Knowledge-Intensive Question Answering

Open-Source Reasoning Models for Domain-Specific Intelligent Decision Support: A DeepSeek-R1-Inspired Evaluation Framework

Generative AI for Simulation-Based Risk Assessment in Critical Infrastructure

Open-Source Reasoning Models for Domain-Specific Intelligent Decision Support: A DeepSeek-R1-Inspired Evaluation Framework

Large Language Model Integration for Intelligent Geospatial Analytics

Reinforcement Learning-Based Reasoning Optimization for Large Language Models in Complex Decision-Making Systems

Reinforcement Learning-Based Reasoning Optimization for Large Language Models in Complex Decision-Making Systems

Safety Evaluation of Autonomous AI Agents in Tool-Integrated Computational Intelligence Systems

Real-Time AI-Driven Decision Support for Emergency Management

Safety Evaluation of Autonomous AI Agents in Tool-Integrated Computational Intelligence Systems

Self-Supervised Learning for Dynamic Traffic Flow Prediction in Urban Networks

Thinking-Budget Optimization for Cost-Aware Reasoning in Large Language Model Applications

Thinking-Budget Optimization for Cost-Aware Reasoning in Large Language Model Applications

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