Nicolas Heess

Using language and vision to improve robot learning efficiency.

A new model enhances insights in normal-form games.

A new metric to assess the accuracy of AI model explanations.

Robots learn to play soccer using egocentric vision and deep reinforcement learning.

A new method enhances decision-making in reinforcement learning through action-conditional predictions.

Robots can learn complex tasks with fewer examples using a new teaching method.