Unverified50% confidenceFactExact time
When the number of parallel environments expands from 10 to 1000 while buffer_size remains unchanged, the trajectory length allocated to each environment is compressed to 1/100 of the original, causing severe trajectory truncation and undermining GAE's estimation of returns.
1
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50%
Confidence
Long-term
Relevance
10/13/2026
First Seen
Sources
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Related Claims
UnverifiedExperiments by Goldberg and Harrelson on the U.S. Tiger/Line road dataset (approximately 24 million nodes and 58 million edges) showed that using 16 carefully selected landmarks, the ALT algorithm reduced node expansions by approximately 90% on average compared to standard A* using straight-line distance heuristics63% similarUnverified研究表明当ReAct循环超过10步时，模型的任务完成率会出现显著下降63% similarUnverifiedAfter offloading half of the model layers to system memory, the generation speed often drops sharply from over ten tokens per second to single digits.62% similarUnverifiedWhen the context was set to 180K, compression should only be triggered at 80%–90% capacity, but in practice abnormal compression triggered at 20%–30%, causing reasoning results to be lost and creating a dead loop.62% similarUnverified全栈优化的叠加效应使得过去18个月内每token的推理成本下降了约10倍61% similar
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