Unverified50% confidenceSolutionExact time
A common retargeting approach is to perform mapping in task space (end-effector positions) rather than joint space, or to solve for feasible joint trajectories through optimization methods.
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50%
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Long-term
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10/12/2026
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Unverified面对目标漂移应强化任务锚定，面对状态漂移应频繁重新观测真实环境，面对策略漂移应引入循环检测和策略切换机制77% similarUnverifiedUsing the relative coordinates between the end-effector and the target as input, rather than absolute positions in the world coordinate system, can simplify the network's learning task.76% similarUnverifiedAnchor divergence has a post-processing characteristic that enables context-adaptive capability in the representation space without modifying the already-trained representations.75% similarVerifiedReAct is more flexible and can dynamically adjust strategies, while Plan-and-Execute is more stable in long task chains, reducing global deviation caused by local errors.73% similarUnverifiedOnce the underlying operating mechanism of an Agent is understood (task decomposition, tool scheduling, state transitions), dealing with complex scenarios essentially comes down to swapping tools and contexts.72% similar
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