Unverified50% confidenceTradeoffExact time
动作空间表示分为离散化方案(量化为bins但引入量化误差)和连续化方案(输出高斯分布或扩散参数,精度更高但架构更复杂)
1
Sources
50%
Confidence
Long-term
Relevance
7/18/2026
First Seen
Sources
Related Claims
Unverified函数调用能力更多依赖于针对性的指令微调,而非单纯堆叠模型规模,因为其输出空间有限且模式固定68% similarUnverified对于任务边界清晰、输出空间受限的问题,将其建模为约束分类可获得更好的可控性、可解释性和资源效率64% similarUnverified三种动作生成方案的权衡:自回归方式实现简单但精度受限于离散化粒度;扩散策略表达力强但推理慢(通常需50-100步去噪);flow matching在精度和速度间取得平衡(通常10-20步积分)64% similarUnverifiedAccurately converting complex spatial descriptions into coordinates remains a research frontier, and current VLMs still perform unstably on spatial reasoning.61% similarUnverifiedSketch algorithms provide a fundamental space-time trade-off—exchanging a small, controllable estimation error for orders-of-magnitude space savings.61% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/553566API
curl https://kongchang.com/api/v1/knowledge/claims/553566MCP
get_claim(id=553566)