# AI-based Problem Solving and Planning

**Type:** Topics  
**Canonical URL:** https://scholariq.org/topics/ai-based-problem-solving-and-planning/

## Facts

| Field | Value |
| --- | --- |
| Description | This cluster of papers focuses on artificial intelligence planning and reasoning, covering topics such as planning systems, heuristic search, case-based reasoning, temporal planning, knowledge-based systems, robot control, model-based programming, probabilistic plan recognition, cognitive architecture, and autonomous systems. |
| Domain | Physical Sciences |
| Field | Computer Science |
| OpenAlex ID | t10906 |
| Works | 31 |

## Topic papers all

Showing 15 of 31.

- [A Bayesian method for the induction of probabilistic networks from data](https://scholariq.org/papers/a-bayesian-method-for-the-induction-of-probabilistic-networks-from-data-2/)
- [Recent Advances in Robot Learning from Demonstration](https://scholariq.org/papers/recent-advances-in-robot-learning-from-demonstration/)
- [Agent Programming in 3APL](https://scholariq.org/papers/agent-programming-in-3apl/)
- [A review of function modeling: Approaches and applications](https://scholariq.org/papers/a-review-of-function-modeling-approaches-and-applications/)
- [Using Sampling and Queries to Extract Rules from Trained Neural Networks](https://scholariq.org/papers/using-sampling-and-queries-to-extract-rules-from-trained-neural-networks/)
- [A Bayesian Method for Constructing Bayesian Belief Networks from Databases](https://scholariq.org/papers/a-bayesian-method-for-constructing-bayesian-belief-networks-from-databases/)
- [Answering queries from context-sensitive probabilistic knowledge bases](https://scholariq.org/papers/answering-queries-from-context-sensitive-probabilistic-knowledge-bases/)
- [Learning from Humans](https://scholariq.org/papers/learning-from-humans/)
- [Utility Models for Goal‐Directed, Decision‐Theoretic Planners](https://scholariq.org/papers/utility-models-for-goal-directed-decision-theoretic-planners/)
- [Generating Bayesian Networks from Probability Logic Knowledge Bases](https://scholariq.org/papers/generating-bayesian-networks-from-probability-logic-knowledge-bases/)
- [A collaborative intelligent tutoring system for medical problem-based learning](https://scholariq.org/papers/a-collaborative-intelligent-tutoring-system-for-medical-problem-based-learning/)
- [Project Halo Update — Progress Toward Digital Aristotle](https://scholariq.org/papers/project-halo-update-progress-toward-digital-aristotle/)
- [Developing Score Reports for Cognitive Diagnostic Assessments](https://scholariq.org/papers/developing-score-reports-for-cognitive-diagnostic-assessments/)
- [Towards addressing the winograd schema challenge: building and using a semantic parser and a knowledge hunting module](https://scholariq.org/papers/towards-addressing-the-winograd-schema-challenge-building-and-using-a-semantic/)
- [Towards an ontology-supported case-based reasoning approach for computer-aided tolerance specification](https://scholariq.org/papers/towards-an-ontology-supported-case-based-reasoning-approach-for-computer-aided/)

## Topic primary papers

- [A review of function modeling: Approaches and applications](https://scholariq.org/papers/a-review-of-function-modeling-approaches-and-applications/)
- [Utility Models for Goal‐Directed, Decision‐Theoretic Planners](https://scholariq.org/papers/utility-models-for-goal-directed-decision-theoretic-planners/)
- [Temporal-Logic-Based Semantic Fault Diagnosis With Time-Series Data From Industrial Internet of Things](https://scholariq.org/papers/temporal-logic-based-semantic-fault-diagnosis-with-time-series-data-from/)
- [Knowledge-Based System Architecture on CBR for Detection of Cholera Disease](https://scholariq.org/papers/knowledge-based-system-architecture-on-cbr-for-detection-of-cholera-disease/)
- [A Modified Dempster Shafer Approach to Classification in Surgical Skill Assessment](https://scholariq.org/papers/a-modified-dempster-shafer-approach-to-classification-in-surgical-skill/)
- [Integrating Large Language Models and Knowledge Graphs for System Diagnostics](https://scholariq.org/papers/integrating-large-language-models-and-knowledge-graphs-for-system-diagnostics/)

---
Source: ScholarIQ — public research metadata, principally OpenAlex. See https://scholariq.org/sources/ for provenance and https://scholariq.org/methodology/ for what these figures mean.