AI Chatbot Research Topics

Autonomous Agent Role in Chatgpt Research Topics is the research topic here we discuss. It is an automated decision making tool that is used to obtain the answers that we want to clear the query not with the support of any humans. In this we have provided the details or concepts that are relevant to this proposed technique.

1. Define Autonomous agent role in smart environment

At the beginning of the research we start with the explanation for an autonomous agent in a smart environment. It is an automatic entity that has the ability to identify its surroundings, take actions to perform particular objectives not with the help of any direct human involvement.

2. What is Autonomous agent role in smart environment in chatgpt?

After the explanation we look for the brief description for this proposed research. In a smart environment, an autonomous agent like ChatGPT will help users by performing tasks, making decisions and offering information on the basis of its interpretation of the user preferences. It will improve convenience, efficiency and user experience by automatically managing different functions over the environment.

3. Where Autonomous agent role in smart environment in chatgpt used?

There after the brief explanation we interpret where to utilize this proposed technique. In a smart environment, CHATGPT assists as a self-learning agent by offering adapted personalized support, implementing tasks and answering queries on the basis of user communications. It helps to improve the convenience, productivity and the whole user experience over the smart environment.

4. Why Autonomous agent role in smart environment in chatgpt technology proposed? , previous technology issues

We proposed an Autonomous Agent role in a smart environment in chatgpt for this research. Chatgpt plays an important role in smart environments by automatically executing tasks, supporting users and offering information on the basis of user communications, thereby improving the efficiency and user experience over the environment. Some of the previous technology issues are Language translation, Security and Biased information.

5. Algorithms / protocols

Here we provide the algorithms to be utilized for this research to overcome the issues in the existing technology. The methods or techniques to be used are Reinforcement Learning from Human Feedback (RLHF), Proximal Policy Optimization (PPO) and Reinforcement Learning based Unsupervised Neural Machine Learning Translation (RL-UNMT).

6. Comparative study / Analysis

In this research for comparative analysis section, we contrast some existing research with this work. Smart self-regulating agent chatgpt model was a most enthusiastic research topic in artificial intelligence as many researchers were involved towards it. The primary goal of this study is to create the intelligent agent more inverses with peoples and obtain new learning’s. When the natural language is given as an input to the GPT-3 model, it provides excellent answers like humans. Moreover, to enhance the flexibility and the responsiveness of the agent’s learning capacities are incorporated into it.

7. Simulation results / Parameters

For this proposed Chatgpt based autonomous agent role we address several issues in the existing technologies and here we provide some performance metrics or parameters to be utilized for this research are: ChrF3 Score, BLEU Score, Scalar quality metrics and TER Score.

8. Dataset LINKS / Important URL

This proposed technology autonomous agent role in Chatgpt has several issues that were overcome by employing the methods that we utilized for this research. The below provided links are to clarify the doubts relevant to this proposed research:

• https://link.springer.com/article/10.1007/s10579-023-09671-2
• https://www.mdpi.com/2078-2489/14/12/638
• https://ieeexplore.ieee.org/abstract/document/10341912

9. Autonomous Agent role in smart environment in chatgpt Applications

Many of the applications that utilize this proposed technology by obtaining the best findings. Some of the applications are Market Research, Customer Service, Personal Assistance, Content Creation and Language Translation.

10. Topology for Autonomous Agent role in smart environment in chatgpt

Now the topology for this proposed technique. The ChatGPT is based on the architectures like GPT (Generative Pre-trained Transformer) that generally contains the multiple layers of transformer blocks. The transformer architecture permits the ChatGPT to capture the long-range reliance on text and produce intelligible and contextually related responses to the user inputs. Every transformer block will consist of Feedforward neural networks and attention mechanisms. These layers allow the model to interpret and produce text on the basis of relationships and patterns it learns from the large amount of training data.

11. Environment Autonomous Agent role in smart environment in chatgpt

Let’s look for the environment to be used for this proposed technique. The environment of ChatGPT as a smart agent will define the context in which it works and relates with users. As a smart agent the ChatGPT exists over the digital platforms, like websites, software interfaces and messaging apps. It obtains the input from users in the form of text-based queries or prompts and produces suitable responses on the basis of its interpretation of language and context.

12. Simulation tools

Autonomous agent role in ChatGPT is proposed in this research and we tackle many previous technology issues to overcome by proposing this research. The software requirement to be employed for this research is that we execute this by using the developmental tool like python 3.11.4 or above version and then it is operated by employing the OS Windows 10 (64bit).

13. Results

Autonomous agent role in ChatGPT method is proposed in this research. It will address several previous technology issues to overcome that. Then we compared different performance metrics for our research with the existing technologies and to verify that our technology gives the best findings when compared to others. This can be implemented by using the operating system Windows 10 (64 bit).

AI Chatbot Research Topics Ideas :

The following are the research topics that are utilized by us; to go through these topics to get clarifications about wireless networks. These topics will clear the queries relevant to this proposed technique.

1. “ChatGPT, a Friend or Foe for Education?” Analyzing the User’s Perspectives on The Latest AI Chatbot Via Reddit
2. Designing a Conceptual Model: Predictors Influencing the Acceptance of ChatGPT Usage in the Academia of Underdeveloped Countries
3. Can ChatGPT Serve as a Multi-Criteria Decision Maker? A Novel Approach to Supplier Evaluation
4. Designing and Analyzing ChatGPT-based Different Interaction Protocols: a Psychologist Point of View
5. Support Chatbot based on ChatGPT for Customer Relationship Management in Educational Institutions
6. Research on English Teaching Content Generation and Evaluation System Based on ChatGPT Intelligent Algorithm
7. Developing a ChatGPT-Based Text Extraction Model to Analyze Effective Communication Elements in Pandemic-Related Social Q&A Responses
8. ChatGPT for Educational Purposes: Investigating the Impact of Knowledge Management Factors on Student Satisfaction and Continuous Usage
9. How Good Is ChatGPT at Face Biometrics? A First Look Into Recognition, Soft Biometrics, and Explainability
10. Student Perceptions of ChatGPT Use in a College Essay Assignment: Implications for Learning, Grading, and Trust in Artificial Intelligence
11. ProsCons of Artificial Intelligence-ChatGPT Adoption in Education Settings: A Literature Review and Future Research Agendas
12. Unleashing ChatGPT’s Power: A Case Study on Optimizing Information Retrieval in Flipped Classrooms via Prompt Engineering
13. ChatGPT’s Security Risks and Benefits: Offensive and Defensive Use-Cases, Mitigation Measures, and Future Implications
14. Paraphrasing ChatGPT Answers as a Tool to Enhance University Students’ Academic Writing Skills
15. Requirements Verification Through the Analysis of Source Code by Large Language Models
16. “Fiction to Function” Shaping Renewable Energy Education with MATLAB and ChatGPT-Driven Environments
17. Cyberattacks Using ChatGPT: Exploring Malicious Content Generation Through Prompt Engineering
18. Can Autograding of Student-generated Questions Quality by ChatGPT Match Human Experts?
19. Designing Silicon Brains Using LLM: Leveraging ChatGPT for Automated Description of a Spiking Neuron Array
20. Ethical Considerations in the Use of ChatGPT: An Exploration Through the Lens of Five Moral Dimensions
21. Empowering Molecule Discovery for Molecule-Caption Translation with Large Language Models: A ChatGPT Perspective
22. Generative AI in the Software Modeling Classroom: An Experience Report with ChatGPT and UML
23. ChatGPT-Based Scenario Engineer: A New Framework on Scenario Generation for Trajectory Prediction
24. CLAP4Emo: ChatGPT-Assisted Speech Emotion Retrieval with Natural Language Supervision
25. Generative AI for Cyber Security: Analyzing the Potential of ChatGPT, DALL-E, and Other Models for Enhancing the Security Space
26. Unearthing the Efficacy of ChatGPT in Argumentation Analysis: Performance, Potentials and Limitations
27. Making Large Language Models More Reliable and Beneficial: Taking ChatGPT as a Case Study
28. On the Education Effect of CHATGPT: Is AI CHATGPT to Dominate Education Career Profession?
29. ChatGPT in Education: Angel or Evil? -A Conceptual Model to Explore Educator’s Attitude Change toward ChatGPT
30. Harnessing the Power of ChatGPT to Decimate Mis/Disinformation: Using ChatGPT for Fake News Detection
31. “How Does ChatGPT Work” Examining Functionality To The Creative AI CHATGPT on X’s (Twitter) Platform
32. The Potential and Applications of Utilizing the ChatGPT Model for Comparative Analysis of Carbon Emission Calculation Formulas in Public Transportation
33. ChatGPT in the Classroom: A Comprehensive Review of the Impact of ChatGPT on Modern Education
34. DynArt ChatGPT: a platform for the generation of dynamic non-traditional New Year paintings
35. ChatGPT: Exploring the Capabilities and Limitations of a Large Language Model for Conversational AI
36. Usability Testing of ChatGPT Website as a Medium for Task Collaboration Using the System Usability Scale Method (SUS)
37. Vision Paper: Advancing of AI Explainability for the Use of ChatGPT in Government Agencies – Proposal of A 4-Step Framework
38. Designing Worksheet for Using ChatGPT: Towards Enhancing Information Retrieval and Judgment Skills
39. ChatGPT research hotspots, frontiers, and trends – Analysis of WOS data based on CiteSpace
40. Journey of ChatGPT from Prompts to Stories in Games: the Positive, the Negative, and the Neutral
41. A Study of Medical Decision Recommendation Generation and Similarity Fusion Based on CDSS and ChatGPT-4
42. Exploring Opportunities and Challenges of using ChatGPT in Professional Writing Instruction
43. Towards Expert Systems for Improved Customer Services Using ChatGPT as an Inference Engine
44. Empirical Evaluation of ChatGPT on Requirements Information Retrieval Under Zero-Shot Setting
45. Artificial Intelligence-Assisted Discovery Learning: An Educational Experience for Entrepreneurship Students Using ChatGPT
46. ChatGPT Empowers the Informatization of Foreign Language Education in Colleges and Universities
47. ChatGPT, Let Us Chat Sign Language: Experiments, Architectural Elements, Challenges and Research Directions
48. Research on Ideation Process and Design Productivity of ChatGPT Based on LASSO and Linkography
49. Research on Information Intelligent Service Terminal Based on Big Data Intelligent ChatGPT Technology
50. Application of Generative Artificial Intelligence in English Education: Taking ChatGPT System as An Example