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Premium CourseadvancedDec 2024 Updated

RL Mathematics

RL Foundations & Game Theory

Control Theory, Stability Proofs & Optimal Policy Design. "Control is an illusion; Stability is a mathematical proof.".

What you'll master

Master **Lyapunov Stability** for dynamical systems and AI policies
Implement **Control Barrier Functions (CBF)** to guarantee safety in trading
Understand **Lipschitz Constraints** for stabilizing policy gradients

Prerequisites

  • basic programming fluency
  • comfort with technical self-study
  • willingness to complete implementation labs

Deep Dive

Stability & Control Theory in RL - Master Lyapunov Stability for dynamical systems and AI policies Optimization Theory: Mirror Descent & Variational RL - Master the Mirror Descent framework and its application to Policy Optimization Stochastic Game Theory & MARL - Master Stochastic Games (Markov Games) as the foundation for multi-agent systems

Final Deliverable

The Order-Book Game.

RL Mathematics

One-time payment

$69

Lifetime Access

Free Updates

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Difficulty
advanced
Course length
144h
Format
Interactive Online

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