Analysis of a Human Meta-Strategy for Agents with Active and Passive Strategies
Round 1
Reviewer 1 Report
This paper built an interesting strategy for cooperative behavior between humans and robots. However, there is some issue need to be fixed first.
- I found similar research published by the author in 2021, entitled "Adaptation to Other Agent's Behavior Using Meta-Strategy Learning by Collision Avoidance Simulation".
- Abstract, introduction, and method written in a similar way
Some suggestions are presented for clarifying some points in each section that are summarized as follows:
- I found similarities in the abstract such as background and method, with previous publications from the author, and they should be clearly described so it does not become double publications.
- This article lacks references and needs more citations for the introduction, background, and model (lines 17-18, 40-43, 74-75, etc.)
- The author needs to enhance the urgency of this research, the gap, contribution, and implication of this research.
- Why this study only considers two strategies for the agent? How about the other strategies? (line 86-87)
- More describe the references used to develop the situation in each scenario!
- The authors must explain how they developed an algorithm to solve the scenario!
- What is the consideration used by authors to determine the reward and punishment for the agent?
- Why were only five subjects evaluated in this study?
- How did the authors deal with subjects' characteristics? (Each subject have own perceptions, and it will impact the strategy that they will choose)
- The emotion layer for agent behavior is not clearly described in the model framework.
Author Response
Please see the attachment.
Author Response File: Author Response.pdf
Reviewer 2 Report
As a structure, the document is well written however the english written needs improvement. As content, the contribution must be highlighted. More comparison with previous recent work should be provided. I suggest to rewrite the summary and the conclusion to highlight the added value.
Author Response
Please see the attachment.
Author Response File: Author Response.pdf
Round 2
Reviewer 1 Report
Dear,
Some questions have already been answered, and some parts have improved as per advice. However, there are still several questions for improvement. Please consider several points below:
- Point 3, I still cannot see the objective part of the manuscript.
- Response for points 5 and 6 should explain in section 3
- Point 7, the authors should support it with previous research or literature, not subjective scoring.
- Point 8, The authors should explain using five or seven participants can provide an adequate number of samples to answer the objective.
- Point 9, The authors should provide statistical analysis while concluding the data with significant and no significant difference. How about the difference between subject 5 with the others? (table 2)
- The conclusion section should explain about what your evaluation of your result. Did your result answer the objective? Then only explain the objective of the research
- In the discussion section, should add the comparison with another research result and the implication of the result.
Author Response
Please see the attachment.
Author Response File: Author Response.pdf