Simon Pope

Generating Continuous Paths On Learned Constraint Manifolds Using Policy Search

Many robotic manipulation tasks are constrained due to kinematic limitations placed on the object being manipulated. This increases the complexity of manipulation tasks that operate in high dimensions, leading to increased risk that sampling based planners are unable to find optimal solutions. Whils…