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Władysław Pałucki

2 accepted papers

2026

RoboMorph: Evolving Robot Morphology Using Large Language Models

ICRA 2026poster

We introduce RoboMorph, an automated approach for generating and optimizing modular robot designs using large language models (LLMs) and evolutionary algorithms. Each robot design is represented by a structured grammar, and we use LLMs to efficiently explore this design space. Traditionally, such ex…

2025

Accelerating Goal-Conditioned Reinforcement Learning Algorithms and Research

ICLR 2025spotlight

Self-supervision has the potential to transform reinforcement learning (RL), paralleling the breakthroughs it has enabled in other areas of machine learning. While self-supervised learning in other domains aims to find patterns in a fixed dataset, self-supervised goal-conditioned reinforcement learn…

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