Machine-Assisted Teaching for Open-Ended Problem Solving: Foundations and Applications

Información del proyecto

TOPS

Identificador del acuerdo de subvención: 101039090

DOI

10.3030/101039090

Fecha de la firma de la CE 14 Febrero 2022

Fecha de inicio 1 Abril 2022

Fecha de finalización 31 Marzo 2027

Financiado con arreglo a

• European Research Council (ERC)

Coste total

€ 1 495 000,00

Aportación de la UE

€ 1 495 000,00

Coordinado por

MAX-PLANCK-GESELLSCHAFT ZUR FORDERUNG DER WISSENSCHAFTEN EV
Germany

CORDIS proporciona enlaces a los documentos públicos y las publicaciones de los proyectos de los programas marco HORIZONTE.

Los enlaces a los documentos y las publicaciones de los proyectos del Séptimo Programa Marco, así como los enlaces a algunos tipos de resultados específicos, como conjuntos de datos y «software», se obtienen dinámicamente de OpenAIRE .

Publicaciones

Conference proceedings (10)

Informativeness of Reward Functions in Reinforcement Learning

Autores: Rati Devidze; Parameswaran Kamalaruban; Adish Singla
Publicado en: Proceedings of the International Conference on Autonomous Agents and Multiagent Systems (AAMAS), 2024
Editor: ACM
DOI: 10.48550/ARXIV.2402.07019

Proximal Curriculum with Task Correlations for Deep Reinforcement Learning

Autores: Georgios Tzannetos; Parameswaran Kamalaruban; Adish Singla
Publicado en: Proceedings of the International Joint Conference on Artificial Intelligence (IJCAI), 2024
Editor: IJCAI
DOI: 10.48550/ARXIV.2405.02481

Large Language Models for In-Context Student Modeling: Synthesizing Student's Behavior in Visual Programming from One-Shot Observation

Autores: Manh Hung Nguyen; Sebastian Tschiatschek; Adish Singla
Publicado en: Proceedings of the International Conference on Educational Data Mining (EDM), 2024
Editor: International Educational Data Mining Society
DOI: 10.48550/ARXIV.2310.10690

Task Synthesis for Elementary Visual Programming in XLogoOnline Environment

Autores: Chao Wen; Ahana Ghosh; Jacqueline Staub; Adish Singla
Publicado en: Proceedings of the International Conference on Artificial Intelligence in Education (AIED) Late-Breaking Results Track, 2024
Editor: Springer
DOI: 10.48550/ARXIV.2405.02173

Generating High-Precision Feedback for Programming Syntax Errors using Large Language Models

Autores: Tung Phung; Jose Cambronero; Sumit Gulwani; Tobias Kohn; Rupak Majumdar; Adish Singla; Gustavo Soares
Publicado en: Proceedings of the International Conference on Educational Data Mining (EDM), 2023
Editor: International Educational Data Mining Society
DOI: 10.48550/ARXIV.2302.04662

Evaluating ChatGPT and GPT-4 for Visual Programming

Autores: Adish Singla
Publicado en: Proceedings of the ACM Conference on International Computing Education Research (ICER) Poster Track, 2023
Editor: ACM
DOI: 10.48550/ARXIV.2308.02522

Generative AI for Programming Education: Benchmarking ChatGPT, GPT-4, and Human Tutors

Autores: Tung Phung; Victor-Alexandru Padurean; Jose Cambronero; Sumit Gulwani; Tobias Kohn; Rupak Majumdar; Adish Singla; Gustavo Soares
Publicado en: Proceedings of the ACM Conference on International Computing Education Research (ICER) Poster Track, 2023
Editor: ACM
DOI: 10.48550/ARXIV.2306.17156

Analyzing-Evaluating-Creating: Assessing Computational Thinking and Problem Solving in Visual Programming Domains

Autores: Ahana Ghosh; Liina Malva; Adish Singla
Publicado en: Proceedings of the ACM Technical Symposium on Computer Science Education (SIGCSE), 2024
Editor: ACM
DOI: 10.48550/ARXIV.2403.12227

Automating Human Tutor-Style Programming Feedback: Leveraging GPT-4 Tutor Model for Hint Generation and GPT-3.5 Student Model for Hint Validation

Autores: Tung Phung; Victor-Alexandru Padurean; Anjali Singh; Christopher Brooks; Jose Cambronero; Sumit Gulwani; Adish Singla; Gustavo Soares
Publicado en: Proceedings of the Learning Analytics and Knowledge Conference (LAK), 2024
Editor: ACM
DOI: 10.48550/ARXIV.2310.03780

Learning Embeddings for Sequential Tasks Using Population of Agents

Autores: Mridul Mahajan; Georgios Tzannetos; Goran Radanovic; Adish Singla
Publicado en: Proceedings of the International Joint Conference on Artificial Intelligence (IJCAI), 2024
Editor: IJCAI
DOI: 10.48550/ARXIV.2306.03311

Peer reviewed articles (2)

Proximal Curriculum for Reinforcement Learning Agents

Autores: Georgios Tzannetos; Barbara Gomes Ribeiro; Parameswaran Kamalaruban; Adish Singla
Publicado en: Transactions on Machine Learning Research (TMLR), 2023, ISSN 2835-8856
Editor: TMLR
DOI: 10.48550/ARXIV.2304.12877

Neural Task Synthesis for Visual Programming

Autores: Victor-Alexandru Padurean; Georgios Tzannetos; Adish Singla
Publicado en: Transactions on Machine Learning Research (TMLR), 2024, ISSN 2835-8856
Editor: TMLR
DOI: 10.48550/ARXIV.2305.18342