Bartłomiej Cieślar

Learning Long-Horizon Action Dependencies in Sampling-Based Bilevel Planning

Autonomous robots will need the ability to make task and motion plans that involve long sequences of actions, e.g. to prepare a meal. One challenge is that the feasibility of actions late in the plan may depend on much earlier actions. This issue is exacerbated if these dependencies exist at a purel…