Roland Hafner

Title: Roland Hafner and His Patent on Hierarchical Policies for Multitask Transfer.

Introduction

Roland Hafner is an inventor associated with London, Great Britain. His patent work concerns methods for controlling an agent across tasks by combining decisions from high-level and low-level controllers.

Latest Patents

Hafner is associated with 1 patent: “Hierarchical Policies for Multitask Transfer.” The patent describes methods, systems, and apparatus for controlling an agent. One method obtains an observation of the environment’s current state and data identifying the task the agent is performing. A high-level controller processes this information to assign probabilities to multiple low-level controllers, while each low-level controller processes the observation to produce its own probability distribution. The method combines these distributions and uses the result to select an action for the agent.

Career Highlights

Hafner is associated with GDM Holding LLC. His patent highlights work on hierarchical control and multitask transfer, using coordinated controllers to select actions in response to an agent’s environment and task.

Collaborations

His listed coworkers include Markus Wulfmeier and Abbas Abdolmaleki.

Conclusion

Roland Hafner’s patent focuses on a hierarchical approach to agent control, combining high-level task guidance with low-level action selection to support performance across tasks.