Nov 6, 2016 · Experiments show that using our approach to learn policies guided by sketches gives better performance than existing techniques for learning ...

We describe a framework for multitask deep re- inforcement learning guided by policy sketches. Sketches annotate tasks with sequences of named subtasks, ...

We describe a framework for multitask deep reinforcement learning guided by policy sketches. Sketches annotate tasks with sequences of named subtasks, ...

Experiments show that using the approach to learn policies guided by sketches gives better performance than existing techniques for learning task-specific ...

"Derivative Works" shall mean any work, whether in Source or Object form, that is based on (or derived from) the Work and for which the editorial revisions, ...

We describe a framework for multitask deep reinforcement learning guided by policy sketches. Sketches annotate each task with a sequence of named subtasks, ...

Duration: 15:29
Posted: Feb 17, 2017

We describe a framework for multitask deep reinforcement learning guided by policy sketches. Sketches annotate each task with a sequence of named subtasks,.

Dec 3, 2017 · This paper describes a framework for learning composable deep subpolicies in a multitask setting. These policies are guided only by abstract ...