Neuro Symbolic Courses

Introduction to Propositional Logic

1 rating

Explore propositional logic fundamentals: atoms, operators, truth tables, natural language meaning, and inference rules for enhanced logical reasoning skills.

• YouTube
• 36 minutes
• Self-Paced
• Free Video

Markov Random Fields, Markov Chains, and Markov Logic Networks - Probabilistic Graphical Models Tutorial

1 rating

Explore Markov Random Fields, Logic Networks, and Chains. Dive into probabilistic graphical models with Professor Simari, covering key concepts and applications in AI and machine learning.

• YouTube
• 44 minutes
• Self-Paced
• Free Video

Uncertainty Quantification in Metacognition

Explore uncertainty quantification in metacognition and its applications in AI research, focusing on DARPA-funded efforts and advancements in neuro-symbolic approaches.

• YouTube
• 28 minutes
• Self-Paced
• Free Video

Interpretable and Data-Efficient Learning for Autonomous Systems

Explore cutting-edge approaches to autonomous systems through interpretable learning methods and data-efficient techniques, focusing on the intersection of symbolic AI and deep learning.

• YouTube
• 42 minutes
• Self-Paced
• Free Video

Introduction to PyReason: Pet Store Tutorial

Learn PyReason fundamentals through a practical pet store example, covering rules, facts, annotations, and execution in a hands-on demonstration of this neuro-symbolic AI tool.

• YouTube
• 22 minutes
• Self-Paced
• Free Video

PyReason ML Integration Tutorial - Time Series Reasoning

Dive into time series reasoning with PyReason's ML integration, building on Part 1 concepts through a practical temporal example with complete code resources.

• YouTube
• 12 minutes
• Self-Paced
• Free Video

PyReason ML Integration Tutorial - Binary Classifier

Learn how to integrate machine learning classifier models with PyReason in this tutorial, with access to full code examples and comprehensive resources for implementation.

• YouTube
• 13 minutes
• Self-Paced
• Free Video

Metacognition for Metal Price Spike Prediction with EDCR

Discover how AI metacognition techniques can predict precious metal price spikes using advanced EDCR methodology and neural-symbolic approaches.

• YouTube
• 13 minutes
• Self-Paced
• Free Video

Exploring Cognitive Attributes for Financial Decision Making

Discover how cognitive attributes influence financial decision-making through research presented at METACOG-25, exploring the intersection of psychology and finance.

• YouTube
• 13 minutes
• Self-Paced
• Free Video

Foundations of Neurosymbolic AI

Explore the intersection of neural networks and symbolic reasoning, covering dual process theory, cognitive architectures, and key taxonomies in this foundational AI lecture.

• YouTube
• 51 minutes
• Self-Paced
• Free Video

Contrastive Explanation Learning for Reinforcement Learning

Discover how contrastive explanation methods enhance reinforcement learning interpretability through Syracuse University's research presented at METACOG-25.

• YouTube
• 13 minutes
• Self-Paced
• Free Video

Trajectory Generation via Abductive Inference

Discover how abductive inference enables efficient geospatial trajectory generation through innovative logical programming and deep learning approaches for AI advancement.

• YouTube
• 10 minutes
• Self-Paced
• Free Video

What is the "Meta" in Metacognition?

Explore Andrea Stocco's keynote on metacognition, examining the "meta" component through neuroscience research, cognitive architecture models, and implications for AI systems capable of self-reflection and perspective-taking.

• YouTube
• 40 minutes
• Self-Paced
• Free Video

Synthetic Metacognition for Managing Tactical Complexity

Explore synthetic metacognition techniques for managing tactical complexity in AI systems through expert insights from a leading researcher at the Naval Postgraduate School.

• YouTube
• 18 minutes
• Self-Paced
• Free Video

Metacognitive LLM for Scientific Discovery

Explore metacognitive Large Language Models for feature optimization and scientific discovery, focusing on symbolic regression techniques presented by Chandan Reddy from Virginia Tech.

• YouTube
• 16 minutes
• Self-Paced
• Free Video