3 papers
cs.RO2026
TWISTED-RL: Hierarchical Skilled Agents for Knot-Tying without Human Demonstrations
Guy Freund, Tom Jurgenson, Matan Sudry +1
Robotic knot-tying represents a fundamental challenge in robotics due to the complex interactions between deformable objects and strict topological constraints. We present TWISTED-…
cs.LG2026
VLM-Guided Experience Replay
Elad Sharony, Tom Jurgenson, Orr Krupnik +2
Recent advances in Large Language Models (LLMs) and Vision-Language Models (VLMs) have enabled powerful semantic and multimodal reasoning capabilities, creating new opportunities t…
cs.LG2025
Train-Once Plan-Anywhere Kinodynamic Motion Planning via Diffusion Trees
Yaniv Hassidof, Tom Jurgenson, Kiril Solovey
Kinodynamic motion planning is concerned with computing collision-free trajectories while abiding by the robot's dynamic constraints. This critical problem is often tackled using s…