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[Proposal] Improve RL module API documentation #163

@yuecideng

Description

@yuecideng

Proposal

Enhance and clarify the API documentation for the Reinforcement Learning (RL) module. The proposal involves revising the documentation to provide more comprehensive function descriptions, usage examples, parameter explanations, and expected behavior details for each core API endpoint in the RL module.

Motivation

Clear and thorough API docs are essential for developers and users to effectively utilize the RL module’s capabilities. Improving the documentation will reduce onboarding time, minimize misunderstandings, and make it easier to integrate and extend the RL components. Currently, some API functions have limited explanations or lack concrete examples, leading to confusion and slower development.

Additional context

  • Ensure that all public API endpoints in the RL module have up-to-date and standardized documentation.
  • Recommend adopting a consistent style and possibly automated doc generation if not already used.
  • Consider gathering feedback from internal/external users on documentation gaps.

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  • I have checked that there is no similar issue in the repo (required)

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docsImprovements or additions to documentationrlFeatures related to reinforcement learning

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