A framework for building adaptive robotic systems that dynamically adjust component interactions to estimate states and optimize actions using gradient descent, solving sequential tasks. Code for 'No Plan but Everything Under Control: Robustly Solving Sequential Tasks with Dynamically Composed Gradient Descent' (Mengers & Brock, ICRA25).
☆35Nov 2, 2026Updated this week
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