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Stephen Balakirsky

3 accepted papers

2025

CLIMB: Language-Guided Continual Learning for Task Planning with Iterative Model Building

ICRA 2025

Intelligent and reliable task planning is a core capability for generalized robotics, which requires a descriptive domain representation that sufficiently models all object and state information for the scene. We present CLIMB, a continual learning framework for robot task planning that leverages fo

Cited by 3SourcecodeScholar
2016

Affordance-feasible planning with manipulator wrench spaces

ICRA 2016

This work introduces an affordance characterization employing mechanical wrenches as a metric for predicting and planning with workspace affordances. Although affordances are a commonly used high-level paradigm for robotic task-level planning and learning, the literature has been sparse regarding ho

Cited by 5SourceScholar