optimal control
PulseAugur coverage of optimal control — every cluster mentioning optimal control across labs, papers, and developer communities, ranked by signal.
-
New research frames Adjoint Matching via Stochastic Maximum Principle
A new research paper, "Adjoint Matching through the Lens of the Stochastic Maximum Principle in Optimal Control," by Jiequn Han, rigorously derives and generalizes the Adjoint Matching method for stochastic optimal cont…
-
New framework integrates inverse optimization for hierarchical decision-making
Researchers have developed a novel framework for hierarchical decision-making that integrates upper-level goal abstraction with structured lower-level decision making. This approach utilizes inverse optimization to alig…
-
Neuro-inspired Inverter framework enhances AI planning and control
Researchers have developed a novel neuro-inspired framework called Inverter for embodied planning and control. This framework utilizes Inverse Learning (IL) to train components, bridging the gap between reinforcement le…