Human Behavior Courses

Going Beyond the Here and Now - Counterfactual Simulation in Human Cognition

1 rating

Explore how counterfactual simulation shapes human understanding of causality, responsibility, and decision-making in physical and psychological domains through innovative cognitive research.

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

Explaining Model Decisions and Fixing Them Through Human Feedback

Explore algorithms for explaining deep network decisions, building user trust, incorporating domain knowledge, learning grounded representations, and correcting unwanted biases in AI models.

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

Human-Machine Symbiosis in Data Visualization

Exploring human-machine configurations for data visualization tasks, focusing on interactive analysis of event sequence data and visualization authoring through manipulable semantic components.

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

Human-Centered AI for Mental Health Prediction in Social Media Data

Exploring human-centered machine learning for ethical and compassionate mental health predictions on social media, combining Media Studies and Computer Science approaches.

• YouTube
• 1 hour 4 minutes
• Self-Paced
• Free Video

Leveraging Social Theories to Enhance Human-AI Interaction

Explores challenges in human-AI partnerships, focusing on interpretability tools' limitations and cognitive heuristics. Proposes incorporating social theories to improve decision-support systems and human-AI interaction.

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

The Human Factors of Formal Methods - Stanford Seminar

Exploring human-centered approaches to improve formal methods' usability in software development, addressing cognitive challenges and misconceptions to enhance adoption by non-experts.

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

Replication Strategies for More Robust Human Simulation - Stanford Seminar

Exploring replication strategies to enhance robustness of human behavior simulations using Large Language Models, focusing on perturbation and iteration techniques.

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

Catalyzing AI Advances with Human-Centered Interactive Systems

Exploring interactive systems that bridge AI and human needs: aligning with values, assimilating intents, and augmenting abilities. Insights from UCLA's Xiang 'Anthony' Chen on human-centered AI design.

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

The State of Design Knowledge in Human-AI Interaction

Exploring challenges and progress in designing intelligent interactive systems, focusing on user control, mental models, and cognitive engagement with AI-powered interfaces.

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

Human-Robot Interaction - Enhancing Human Performance with Autonomous Robots

Explore the future of human-robot collaboration with Stanford experts, discussing autonomous robots, enhancing human performance, and understanding human intent in collaborative design.

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

Stanford Seminar - Human-AI Interaction Under Societal Disagreement

Explores Jury Learning, an interactive AI architecture enabling developers to consider diverse perspectives in machine learning, addressing societal disagreements in AI decision-making processes.

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

Stanford Seminar - Get in Touch: Tactile Perception for Human-Robot Systems

Explore advancements in tactile perception for robots, including sensor technologies, haptic perception, and applications in human-robot interaction and manipulation of deformable objects.

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

Leveraging Human Input to Enable Robust AI Systems

Explores techniques for incorporating human input into AI systems, focusing on maintaining uncertainty over human intent, generating risk-averse behaviors, and efficiently querying for additional input to improve performance.

• YouTube
• 1 hour 1 minute
• Self-Paced
• Free Video

Considerations for Human-Robot Collaboration

Explore the future of human-robot collaboration, focusing on effective teamwork, contextual understanding, and the unique challenges of integrating robots into human-configured environments.

• YouTube
• 1 hour 3 minutes
• Self-Paced
• Free Video

Towards Robust Human-Robot Interaction - A Quality Diversity Approach

Exploring diverse human-robot interaction scenarios using quality diversity algorithms to discover failure cases, improve scenario generation, and enhance understanding of complex systems.

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