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

Informazioni relative al progetto

TOPS

ID dell’accordo di sovvenzione: 101039090

DOI

10.3030/101039090

Data della firma CE 14 Febbraio 2022

Data di avvio 1 Aprile 2022

Data di completamento 31 Marzo 2027

Finanziato da

• European Research Council (ERC)

Costo totale

€ 1 495 000,00

Contributo UE

€ 1 495 000,00

Coordinato da

MAX-PLANCK-GESELLSCHAFT ZUR FORDERUNG DER WISSENSCHAFTEN EV
Germany

CORDIS fornisce collegamenti ai risultati finali pubblici e alle pubblicazioni dei progetti ORIZZONTE.

I link ai risultati e alle pubblicazioni dei progetti del 7° PQ, così come i link ad alcuni tipi di risultati specifici come dataset e software, sono recuperati dinamicamente da .OpenAIRE .

Pubblicazioni

Conference proceedings (10)

Informativeness of Reward Functions in Reinforcement Learning

Autori: Rati Devidze; Parameswaran Kamalaruban; Adish Singla
Pubblicato in: Proceedings of the International Conference on Autonomous Agents and Multiagent Systems (AAMAS), 2024
Editore: ACM
DOI: 10.48550/ARXIV.2402.07019

Proximal Curriculum with Task Correlations for Deep Reinforcement Learning

Autori: Georgios Tzannetos; Parameswaran Kamalaruban; Adish Singla
Pubblicato in: Proceedings of the International Joint Conference on Artificial Intelligence (IJCAI), 2024
Editore: 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

Autori: Manh Hung Nguyen; Sebastian Tschiatschek; Adish Singla
Pubblicato in: Proceedings of the International Conference on Educational Data Mining (EDM), 2024
Editore: International Educational Data Mining Society
DOI: 10.48550/ARXIV.2310.10690

Task Synthesis for Elementary Visual Programming in XLogoOnline Environment

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

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

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

Evaluating ChatGPT and GPT-4 for Visual Programming

Autori: Adish Singla
Pubblicato in: Proceedings of the ACM Conference on International Computing Education Research (ICER) Poster Track, 2023
Editore: ACM
DOI: 10.48550/ARXIV.2308.02522

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

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

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

Autori: Ahana Ghosh; Liina Malva; Adish Singla
Pubblicato in: Proceedings of the ACM Technical Symposium on Computer Science Education (SIGCSE), 2024
Editore: 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

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

Learning Embeddings for Sequential Tasks Using Population of Agents

Autori: Mridul Mahajan; Georgios Tzannetos; Goran Radanovic; Adish Singla
Pubblicato in: Proceedings of the International Joint Conference on Artificial Intelligence (IJCAI), 2024
Editore: IJCAI
DOI: 10.48550/ARXIV.2306.03311

Peer reviewed articles (2)

Proximal Curriculum for Reinforcement Learning Agents

Autori: Georgios Tzannetos; Barbara Gomes Ribeiro; Parameswaran Kamalaruban; Adish Singla
Pubblicato in: Transactions on Machine Learning Research (TMLR), 2023, ISSN 2835-8856
Editore: TMLR
DOI: 10.48550/ARXIV.2304.12877

Neural Task Synthesis for Visual Programming

Autori: Victor-Alexandru Padurean; Georgios Tzannetos; Adish Singla
Pubblicato in: Transactions on Machine Learning Research (TMLR), 2024, ISSN 2835-8856
Editore: TMLR
DOI: 10.48550/ARXIV.2305.18342