Lectures related to Observational learning

Acquiring Data for Learning: Modern Approaches and Challenges

Explores modern approaches and challenges in acquiring data for learning optimal controllers through demonstrations and data-driven methods.

Cognitive Load and Learning

Explores cognitive load in learning physics problems and the importance of practice and examples.

Cognitive Reflection Test: Lazy Controller and Learning Types

Delves into the Cognitive Reflection Test, controlled vs. automated processes, and non-intentional learning types.

How People Learn: Design and Learning Process

Covers observational learning, implicit pattern learning, inquiry learning, procedural learning, and working memory functions.

Effective Note Taking: Laptop vs. Handwritten

Compares longhand and laptop note taking for learning, emphasizing the detrimental effects of verbatim transcription on understanding and retention.

Bullet Arm: Robotic Manipulation Benchmark

Introduces BulletArm, an open-source robotic manipulation benchmark and learning framework, covering design goals, benchmark tasks, and learning algorithms.

Interactive Learning Strategies: Active vs Passive Learning

Explores active and passive learning strategies, brain activity, memory, and concept maps.

Lesson Design: Orchestrating Learning Activities

Introduces orchestration graphs for designing effective learning activities.

Constructivism and Collective Intelligence

Delves into constructivism, inquiry-based learning, and cognitive conflict, highlighting the importance of simulations and external support.

Cognitive Reflection Test and Learning Methods

Explores learning methods, effect sizes, and cognitive assessment in education.

Lightboard: Studio Experience

Delves into the instructor's journey with the lightboard studio and creating engaging teaching videos.

Social Norms and Behavior Influence

Explores the impact of social norms on behavior and decision-making, including littering, energy consumption, observational learning, and crowd behavior.

Attention and Cognitive Load: Understanding Learning Process

Examines cognitive load, attention limits, and learning outcomes based on selective attention and Miller's Magical number 7+2.

Biological Intelligence: Motor Learning and Neuromodulation

Explores the relationship between biological intelligence, motor learning, and the role of neuromodulation in adaptive behavior.

Learning with Simulations: Orchestration Graphs

Explores challenges in learning with simulations and introduces Orchestration Graphs.

Case Study: Learning Approaches

Explores case studies on learning theories, project-based learning, and peer feedback.

Digital Resources in Education

Explores the integration of digital resources in education to enhance learning and optimize teaching methods.

Gamification in Education: A Literature Review

Presents a literature review on gamification in education, exploring its evolution, potential benefits, and negative effects on learners.

Neural Networks for Action Learning: Brain Implementation Insights

Explores neural networks for action learning and the brain's reinforcement learning implementation.

Transformers in Robotics: Applications and Innovations

Covers the use of transformers in robotics, focusing on embodied perception and innovative applications in humanoid locomotion and reinforcement learning.