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v1.4.4

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  • MLPro - Machine Learning Professional

Welcome to MLPro

  • 1. Introduction
  • 2. Getting Started

Basic Functions

  • 3. MLPro-BF - Basic Functions

Machine Learning

  • 4. MLPro-SL - Supervised Learning
  • 5. MLPro-OA - Online Adaptivity
  • 6. MLPro-RL - Reinforcement Learning
  • 7. MLPro-GT - Game Theory

Extension Hub

  • 8. General Information
  • 9. Third-Party Extensions

Appendices

  • A1 - Example Pool
  • A2 - API Reference
    • Core Functions
    • Pool Objects
      • MLPro-BF - Basic Functions
      • MLPro-SL - Supervised Learning
      • MLPro-RL - Reinforcement Learning
        • Action Planners
        • Environments
        • Policies
        • SARS-Buffers
      • MLPro-GT - Game Theory
      • MLPro-OA - Online Adaptivity
    • 3rd Party Support
  • A3 - Project MLPro
MLPro Documentations
  • A2 - API Reference
  • Pool Objects
  • MLPro-RL - Reinforcement Learning
  • Edit on GitHub

MLPro-RL - Reinforcement Learning

  • Action Planners
    • MPC - Model Predictive Control
      • MPC
  • Environments
    • Bulk Goods Plant
      • Actuator
      • VacuumPump
      • Belt
      • Reservoir
      • Silo
      • Hopper
      • BGLP
    • Double Pendulum
      • DoublePendulumRoot
      • DoublePendulumS4
      • DoublePendulumS7
      • DoublePendulumOA4
      • DoublePendulumOA7
    • Grid World
      • GridWorld
    • Multi-Cartpole
    • Robot Manipulator
      • RobotArm3D
      • RobotHTM
  • Policies
  • SARS-Buffers
    • Prioritized Buffer
      • PrioritizedBufferElement
      • PrioritizedBuffer
      • SegmentTree
      • SumSegmentTree
      • MinSegmentTree
    • Random SARS Buffer
      • RandomSARSBuffer
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