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RIIT: Rethinking the Importance of Implementation Tricks in Multi-Agent Reinforcement Learning 笔记

热度:80   发布时间:2023-12-12 08:49:51.0

文章目录

  • 前言
  • Importance of Tricks
    • Optimization
    • Eligibility Traces
    • Replay Buffer Size
    • Rollout Process Number
    • Exploration Steps
    • Reward Shaping
    • Tricks Overall Impact
  • Rethinking and Analysis
    • Our Benchmarks
    • Albation Study of Monotonicity
    • Theoretical Analysis

前言

这篇文章很不错,其指出了当前很多值分解类方法所谓的改进其实名

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