Matteo Merler

According to our database, Matteo Merler authored at least 5 papers between 2024 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

ViPlan: A Benchmark for Visual Planning with Symbolic Predicates and Vision-Language Models.

Matteo Merler, Nicola Dainese, Minttu Alakuijala, Giovanni Bonetta, Pietro Ferrazzi, Yu Tian, Bernardo Magnini, Pekka Marttinen

CoRR, May, 2025

Guiding Reinforcement Learning with Selective Vision-Language Model Supervision.

Matteo Merler, Giovanni Bonetta, Bernardo Magnini

Proceedings of the ECAI Workshop on AI-based Planning for Complex Real-World Applications (CAIPI 2025) co-located with 28th European Conference on Artificial Intelligence (ECAI 2025), 2025

2024

In-Context Symbolic Regression: Leveraging Language Models for Function Discovery.

Matteo Merler, Nicola Dainese, Katsiaryna Haitsiukevich

CoRR, 2024

Generating Code World Models with Large Language Models Guided by Monte Carlo Tree Search.

Nicola Dainese, Matteo Merler, Minttu Alakuijala, Pekka Marttinen

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

In-Context Symbolic Regression: Leveraging Large Language Models for Function Discovery.

Matteo Merler, Katsiaryna Haitsiukevich, Nicola Dainese, Pekka Marttinen

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 4: Student Research Workshop), 2024