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Mario Prats

2 accepted papers

2024

How to Prompt Your Robot: A PromptBook for Manipulation Skills with Code as Policies

ICRA 2024poster

Large Language Models (LLMs) have demonstrated the ability to perform semantic reasoning, planning and write code for robotics tasks. However, most methods rely on pre-existing primitives (i.e. pick, open drawer) or similar examples of robot code alone, which heavily limits their scalability to new…

Cited by 30SourceScholar
2023

Robotic Table Wiping via Reinforcement Learning and Whole-body Trajectory Optimization

ICRA 2023poster

We propose a framework to enable multipurpose assistive mobile robots to autonomously wipe tables to clean spills and crumbs. This problem is challenging, as it requires planning wiping actions while reasoning over uncertain latent dynamics of crumbs and spills captured via high-dimensional visual o…

Cited by 24SourceScholar