docs: add Freshness-Aware-PER to Notable work based on ROLLUpdate README.md#433
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histmeisah wants to merge 1 commit intoalibaba:mainfrom
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docs: add Freshness-Aware-PER to Notable work based on ROLLUpdate README.md#433histmeisah wants to merge 1 commit intoalibaba:mainfrom
histmeisah wants to merge 1 commit intoalibaba:mainfrom
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Hi ROLL team 👋
This PR adds our paper Freshness-Aware Prioritized Experience Replay for LLM/VLM Reinforcement Learning to the "Notable work based on ROLL" section.
Code (built on top of ROLL): https://github.com/Vision-CAIR/Freshness-Aware-PER
Brief summary:
reward_freshpriority combining|reward|with exponential age decayrefresh_all_age_decay) so unsampled old entries stay properly decayedHappy to adjust wording, ordering, or description length to match the section's style — thanks for the great library!