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Add zooming quantitative bandit model #72

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Add zooming quantitative bandit model #72

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Changes:

  • Added quantitative model support for continuous action spaces using zooming algorithm.
  • Added base model classes to separate single/multi-objective and cost control models.
  • Refactored MAB classes to support both discrete and continuous action spaces.
  • Updated test suite with new test cases for quantitative models and refactored test suite for robustness.
  • Added serialization support for quantitative models.

@shaharbar1 shaharbar1 force-pushed the feature/zooming_quantitative_bandit branch 2 times, most recently from ff06dff to 7c92793 Compare January 29, 2025 16:22
@shaharbar1 shaharbar1 added the enhancement New feature or request label Jan 29, 2025
@shaharbar1 shaharbar1 force-pushed the feature/zooming_quantitative_bandit branch 20 times, most recently from 2193cb6 to 8e936d5 Compare February 4, 2025 18:57
@Shahar-Bar
Add zooming quantitative bandit model
106ddce 
 ### Changes:
 * Added quantitative model support for continuous action spaces using zooming algorithm.
 * Added base model classes to separate single/multi-objective and cost control models.
 * Refactored MAB classes to support both discrete and continuous action spaces.
 * Updated test suite with new test cases for quantitative models and refactored test suite for robustness.
 * Added serialization support for quantitative models.
 * Removed redundant predict_actions_randomly from cMAB.
@shaharbar1 shaharbar1 force-pushed the feature/zooming_quantitative_bandit branch from 8e936d5 to 106ddce Compare February 11, 2025 09:22
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@adarmiento adarmiento Awaiting requested review from adarmiento

@dariodandrea dariodandrea Awaiting requested review from dariodandrea

@j3rom3c j3rom3c Awaiting requested review from j3rom3c

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@shaharbar1 @Shahar-Bar