A1 - Example pool

• MLPro-BF - Basic Functions
  • Layer 0 - Elementary Functions
    • Various Functions
      • Howto BF-001: Logging
      • Howto BF-002: Timer
      • Howto BF-003: Store and plot data
      • Howto BF-004: Buffers
      • Howto BF-005: Persistence
      • Howto BF-006: Time Stamps
    • User Interaction
      • Howto BF-UI-001: SciUI - Reuse of interactive 2D/3D Input Space
  • Layer 1 - Computation
    • Event Handling
      • Howto BF-EH-001: Event Handling
    • Multitasking
      • Howto BF-MT-001: Multitasking - Parallel Algorithms
      • Howto BF-MT-002: Multitasking - Tasks and Workflows
  • Layer 2 - Mathematics
    • Howto BF-MATH-001: Dimensions, Spaces and Elements
    • Howto BF-MATH-011: Normalizers
    • Howto BF-MATH-021: External Properties with Implicit Time Index
    • Howto BF-MATH-022: External Properties with Explicit Integer Time Index
    • Howto BF-MATH-023: External Properties with Explicit Datetime Index
    • Howto BF-MATH-024: Internal Properties with Implicit Time Index
    • Howto BF-MATH-031: Geometry - Point in 2D
    • Howto BF-MATH-032: Geometry - Point in 3D
    • Howto BF-MATH-033: Geometry - Hypercuboid in 2D
    • Howto BF-MATH-034: Geometry - Hypercuboid in 3D
    • Howto BF-MATH-035: Geometry - Crosshair in 1D
    • Howto BF-MATH-036: Geometry - Crosshair in 2D
    • Howto BF-MATH-037: Geometry - Crosshair in 3D
  • Layer 3 - Application Support
    • Stream Processing
      • Howto BF-STREAMS-001: Accessing Native Data From MLPro
      • Howto BF-STREAMS-002: Accessing Data From CSV Files
      • Howto BF-STREAMS-003: Visualizing 10-dimensional Random Stream Provided By MLPro
      • Howto BF-STREAMS-004: Visualizing 2D Double Spiral Stream Provided By MLPro
      • Howto BF-STREAMS-005: Visualizing Multivariate Point Outlier Stream Provided By MLPro
      • Howto BF-STREAMS-020: Streams Sampler
      • Howto BF-STREAMS-030: Multi-streams
      • Howto BF-STREAMS-101: Basics of Streams
      • Howto BF-STREAMS-102: Tasks, Workflows and Stream Scenarios
      • Howto BF-STREAMS-111: Ring Buffer / Window (2D)
      • Howto BF-STREAMS-112: Ring Buffer / Window (3D)
      • Howto BF-STREAMS-113: Ring Buffer / Window (nD)
      • Howto BF-STREAMS-121: Rearranger (2D)
      • Howto BF-STREAMS-122: Rearranger (3D)
      • Howto BF-STREAMS-123: Rearranger (nD)
      • Howto BF-STREAMS-131: Deriver
      • Howto BF-STREAMS-CLUSTER-001: One Static Random 2D Cluster
      • Howto BF-STREAMS-CLUSTER-002: One Static Fixed 2D Cluster
      • Howto BF-STREAMS-CLUSTER-003: One Dynamic 2D Cluster
      • Howto BF-STREAMS-CLUSTER-004: One Static Random 2D Cluster with Outliers
      • Howto BF-STREAMS-CLUSTER-005: One Static Random 2D Cluster with Rescaled Outliers
      • Howto BF-STREAMS-CLUSTER-006: One Static Random 3D Cluster
      • Howto BF-STREAMS-CLUSTER-007: One Static Fixed 3D Cluster
      • Howto BF-STREAMS-CLUSTER-008: One Dynamic 3D Cluster
      • Howto BF-STREAMS-MULTICLUSTER-001: Two Static Fixed 2D Clusters (Sequential)
      • Howto BF-STREAMS-MULTICLUSTER-002: Two Static Fixed 2D Clusters (Parallel)
      • Howto BF-STREAMS-MULTICLUSTER-003: Two Dynamic Random 2D Clusters
      • Howto BF-STREAMS-MULTICLUSTER-004: Two Dynamic Crossing 2D Clusters
      • Howto BF-STREAMS-MULTICLUSTER-006: Two Static Fixed 3D Clusters (Sequential)
      • Howto BF-STREAMS-MULTICLUSTER-007: Two Static Fixed 3D Clusters (Parallel)
      • Howto BF-STREAMS-MULTICLUSTER-008: Two Dynamic Random 3D Clusters
      • Howto BF-STREAMS-MULTICLUSTER-009: Two Dynamic Crossing 3D Clusters
      • Howto BF-STREAMS-MULTICLUSTER-010: Two Dynamic Crossing 3D Clusters with Rescaled Outliers
    • Physics
      • Howto BF-PHYSICS-001: Transfer Functions
      • Howto BF-PHYSICS-002: Unit Converter
    • State-based Systems
      • Howto BF-SYSTEMS-001: Demonstrating Native Systems
      • Howto BF-SYSTEMS-010: System, SAGateway, Actuator, Sensor
    • Closed-loop Control
      • Howto BF-CONTROL-001: Basic control system
      • Howto BF-CONTROL-002: Control system with integrator
      • Howto BF-CONTROL-003: Cascade control system
      • Howto BF-CONTROL-101: PID Controller with PT1 system
      • Howto BF-CONTROL-102: PID Controller with PT2 system
      • Howto BF-CONTROL-103: Cascaded PID control
  • Layer 4 - Machine Learning
    • Basics
      • Howto BF-ML-001: Adaptive Model
      • Howto BF-ML-010: Hyperparameters
• MLPro-SL - Supervised Learning
• MLPro-OA - Online Adaptivity
  • Online-Adaptive Data Stream Processing
    • Howto OA-OBS-001: Observing an adaptive stream workflow
    • Howto OA-PP-001: Boundary detection and MinMax normalization in 2D
    • Howto OA-PP-002: Boundary detection and MinMax normalization in 3D
    • Howto OA-PP-003: Boundary detection and MinMax normalization in nD
    • Howto OA-PP-006: Adaptive Z-transformation in 2D
    • Howto OA-PP-007: Adaptive Z-transformation in 3D
    • Howto OA-PP-008: Adaptive Z-transformation in nD
    • Howto OA-PP-101: Hybrid preprocessing in 2D
    • Howto OA-PP-102: Hybrid preprocessing in 3D
    • Howto OA-PP-103: Hybrid preprocessing in nD
    • Howto OA-PP-104: Hybrid preprocessing in 2D, 3D and nD
    • Howto OA-PP-121: Complex preprocessing with parallel tasks
  • Online-Adaptive Control
• MLPro-RL - Reinforcement Learning
  • Elementary or Uncategorized Topics
    • Howto RL-001: Reward
  • Environments
    • Howto RL-ENV-003: Train a MinGRPO Agent in the 2D Collision Avoidance Environment
  • Adaptive Environments
    • Howto RL-OARL-010: Double Pendulum with Online-Adaptive Reward Preprocessing
  • Model-based Reinforcement Learning
    • Howto RL-MB-001: Train a model-based Agent on native Grid World Environment
  • 3rd Party Support
• MLPro-GT - Game Theory
  • Dynamic Games
    • Howto GT-DG-001: Train Multi-Player in Potential Games
    • Howto GT-DG-002: Train Multi-Player in Stackelberg Games
    • Howto GT-DG-003: Train Multi-Player with State-based Potential Games on the BGLP
  • Native GT
    • Howto GT-Native-001: 2P Prisoners’ Dilemma
    • Howto GT-Native-002: 3P Prisoners’ Dilemma
    • Howto GT-Native-003: Rock, Paper, Scissors
    • Howto GT-Native-004: 3P Supply and Demand
    • Howto GT-Native-005: 3P Routing Problems