Unverified50% confidenceFactExact time
In the experiment, the GLiNER model acting alone exhibited a single behavior pattern, performing almost only shooting actions.
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50%
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Long-term
Relevance
10/28/2026
First Seen
Sources
Doom AI Doubles Its Score with an LLM Coach: A New Approach to Hierarchical Agent Design
youtubeJames Briggs10/28/2026
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Related Claims
UnverifiedIn the experiment, GLiNER running alone occasionally exhibited meaningless actions such as spinning in place.74% similarUnverifiedMotion tracking methods can reproduce human behavior, but the policy is anchored to a single segment and fails with slight perturbations.69% similarUnverified「one shot」（一次成型）指模型无需多轮澄清即可将宽泛指令自主分解为完整可执行的多步骤任务链63% similarUnverifiedIf most of the demonstration data consists of the robotic hand in a stationary idle state, the policy learned by the behavior cloning model will tend toward not moving or performing meaningless actions.60% similarUnverifiedAction probe experiments show that even when Thinker-WM's visual representations are frozen, action information can still be recovered from them, indicating that the model preserves motion-related structure at the internal representation level.59% similar
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