Lectures related to Distributed Multiagent Systems: Coordination and Learning

Equilibrium in 3D: System Isolation and Constraints

Covers the equilibrium conditions in 3D, system isolation, free-body diagrams, and constraints.

Constraint Satisfaction: Formulation and Algorithms

Covers the formulation of constraint satisfaction problems and systematic algorithms for solving them efficiently.

Game Theory Applications: Project Proposals and Examples

Provides guidance on project proposals in game theory, showcasing past examples and emphasizing problem formulation and mathematical modeling.

Equilibrium State Prices Determination

Explains the determination of equilibrium state prices in asset pricing through consumption market clearing and budget constraints.

Static Determinacy II

Explores statical determinacy, constraints, and rigid body motion analysis in structures.

Statical Determinacy and Equilibrium

Explores statical and kinematical determinacy, isostatic systems, and equilibrium analysis in 2D and 3D.

Static Determinacy in Structural Mechanics

Covers equilibrium, free body diagrams, and determinate systems in structural mechanics.

Statical Determinacy and Equilibrium in Structural Mechanics

Explains statical and kinematical determinacy in structural mechanics, focusing on equilibrium and various configurations of plates in 2D.

Rule Systems, Simulations, and Parallel Worlds

Delves into rule systems, simulations, and parallel worlds, exploring Prolog, backtracking algorithms, logic complexity, the Game of Life simulation, and the concept of Simulats.

Safe Learning for Autonomous Systems

Explores challenges in control, safety, and coordination for autonomous systems like autonomous cars, focusing on safe learning and Nash equilibria.

Markov Games: Concepts and Applications in Reinforcement Learning

Covers Markov games, their dynamics, equilibria, and applications in reinforcement learning.

Extremum of a Function: Constraints

Explores extremum of a function under constraints and finding candidate points in practice.

Equilibrium in 3D: Statical and Kinematical Analysis

Discusses equilibrium in three-dimensional systems, focusing on constraints and statical determinacy through practical examples.

Equilibrium in 3D: Adequacy of Constraints and Supports

Covers the equilibrium conditions in 3D, including the adequacy of constraints in 2D systems and different types of supports.

Constraints and Lagrange

Introduces constraints, Lagrange multipliers, and generalized coordinates in physics.

Molecular dynamics under constraints

Explores molecular dynamics simulations under holonomic constraints, focusing on numerical integration and algorithm formulation.

Introduction to Structural Mechanics: Statical Determinacy and Equilibrium

Covers statical and kinematical determinacy, isostatic structures, and equilibrium of plates in 2D.

General-Purpose Distributed Execution System

Explores the design of a general-purpose distributed execution system, covering challenges, specialized frameworks, decentralized control logic, and high-performance shuffle.

Constraints and Determinacy

Explores hyperstatic and hypostatic systems, adequacy of constraints, and equilibrium conditions in structural mechanics.

Constraints, Power, Work, and Kinetic Energy

Covers geometric constraints, work, kinetic energy, and power, including force constraints and small oscillations.