Research topic 061 / 200

Robot intent difficult for on-site personnel to understand

When robots stop or move, nearby people don't understand their task or next action.

Research direction: Embodied AI and service robotsProblem identification → Design validation → Implementation

Three-step solution method

  1. Document position, waiting, and avoidance judgment in human-robot encounters.
  2. Use status lights, displays, and motion rhythm to signal execution, waiting, and assistance requests.
  3. Observe public understanding and response to intent in controlled scenarios.

Key Deliverables

  • Human-robot encounter map
  • Intent feedback approach
  • Scenario testing

Verification Approach

Log intent misunderstandings, failed wait states, and help requests.

Translating research into products and services

Around this topic, we connect needs research, product form, visual identity, and user flows; organizing design decisions through prototypes and task evidence, then integrating with engineering, operations, and service teams for delivery.

Related topics in this direction

Based on product context, user tasks, and existing materials, clarify this topic's research scope, stakeholder roles, and delivery timeline.

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