Unverified50% confidenceFactExact time
The collective coverage coefficient characterizes the ratio of state-action pairs jointly explored by all honest agents to the global state-action space.
1
Sources
50%
Confidence
Long-term
Relevance
10/7/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedState is all the information tracked by the environment, while observation is only the portion of the state that the agent can actually see at each step.66% similarUnverifiedUltra采用宽树范式，多个独立推理上下文并行广度优先探索问题空间的不同子域，彼此不共享中间状态，最终由主代理聚合64% similarUnverifiedCurrent multimodal models perform well on visible information recognition and short-step reasoning, but are limited by the single-pass context window and underperform on partially observable game tasks that require maintaining hidden state across multiple steps.62% similar
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