This channel is comprised of lessons, tutorials, and research presentations relating to Neuro Symbolic Reasoning - an emerging area of artificial intelligence that combines deep neural networks with symbolic logic. Please visit our webpage for slide decks and other information: https://neurosymbolic.asu.edu/.

Synthetic Metacognition for Managing Tactical Complexity (METACOG-25)
18:15
Synthetic Metacognition for Managing Tactical Complexity (METACOG-25)
Metacognitive LLM for Scientific Discovery (METACOG-25)
16:12
Metacognitive LLM for Scientific Discovery (METACOG-25)
What is the Meta in Metacognition? (Andrea Stocco, METACOG-25 Keynote)
39:49
What is the Meta in Metacognition? (Andrea Stocco, METACOG-25 Keynote)
Inference Rules
5:12
Inference Rules
METACOG-25 Introduction
13:35
METACOG-25 Introduction
Metacognition talk at AAAI-MAKE 2025
22:11
Metacognition talk at AAAI-MAKE 2025
Pt II: PyReason - ML integration tutorial (time series reasoning)
11:38
Pt II: PyReason - ML integration tutorial (time series reasoning)
Pt I: PyReason - ML integration tutorial (binary classifier)
12:43
Pt I: PyReason - ML integration tutorial (binary classifier)
MDS-A: New dataset for test-time adaptation
16:31
MDS-A: New dataset for test-time adaptation
Sea-cret Agents: Abductive inference to identify dark maritime vessels
4:41
Sea-cret Agents: Abductive inference to identify dark maritime vessels
Probabilistic Foundations of Metacognition via Hybrid AI
27:37
Probabilistic Foundations of Metacognition via Hybrid AI
Pt II: Hyperdimensional Computing (HDC) with Peter Sutor (Interview)
1:03:15
Pt II: Hyperdimensional Computing (HDC) with Peter Sutor (Interview)
Pt I: Hyperdimensional Computing (HDC) with Peter Sutor (Interview)
48:16
Pt I: Hyperdimensional Computing (HDC) with Peter Sutor (Interview)
Happy 2025 from the Neuro Symbolic Channel
7:02
Happy 2025 from the Neuro Symbolic Channel
Advanced PyReason Tutorial
22:47
Advanced PyReason Tutorial
Intro PyReason Tutorial: Pet Store Example
22:24
Intro PyReason Tutorial: Pet Store Example
Metacognition for Metal Spike Price Prediction with EDCR
13:15
Metacognition for Metal Spike Price Prediction with EDCR
METACOG-25: 2nd Workshop on Metacognitive Prediction of AI Behavior
4:08
METACOG-25: 2nd Workshop on Metacognitive Prediction of AI Behavior
Save the date: AAAI-MAKE '25 March 31st-Apr. 2nd @SF Airport Marriot
1:38
Save the date: AAAI-MAKE '25 March 31st-Apr. 2nd @SF Airport Marriot
Trajectory Generation via Abductive Inference (ICLP talk)
10:27
Trajectory Generation via Abductive Inference (ICLP talk)
Encoders and BERT Models
7:43
Encoders and BERT Models
Bidirectional Search (AI Search)
2:57
Bidirectional Search (AI Search)
Metacognition in Cyber-Physical Systems
41:25
Metacognition in Cyber-Physical Systems
Advanced AI Search Techniques
6:20
Advanced AI Search Techniques
Monotone Heuristics for A* Search
4:40
Monotone Heuristics for A* Search
Interpretable and Data Efficient Learning for Autonomous Systems
42:12
Interpretable and Data Efficient Learning for Autonomous Systems
Performance Measurement for Machine Learning
10:58
Performance Measurement for Machine Learning
Machine Learning Integration with Knowledge
38:32
Machine Learning Integration with Knowledge
Prompt Engineering Part 2
14:02
Prompt Engineering Part 2
Multi Path Pruning (AI Search)
3:06
Multi Path Pruning (AI Search)