Although this problem is significant for safer and smarter driving systems, the exploration of this problem remains limited.

Unsupervised skill discovery is a learning paradigm that aims to acquire diverse behaviors without explicit rewards.

Neural Information Processing Systems http://nips.cc/

The use of anthropomorphic robotic hands for assisting individuals in situations where human hands may be unavailable or unsuitable has gained significant importance.

This allows for local interpretation of the agent's intention based on its behavioural policy.

Deceptive agents are a challenge for the safety, trustworthiness, and cooperation of AI systems.

The government is set to announce its intention to build a new rail link between Birmingham and Manchester, the BBC understands. Previous plans for the HS2 high-speed rail line had included a line between the two cities, but that part of the project was scrapped by Rishi Sunak's government. On Wednesday, the government is expected to confirm proposals for new and improved rail links across the North of England in a scheme known as Northern Powerhouse Rail (NPR). Little detail about a new Birmingham to Manchester route is anticipated, other than the intention to build it after NPR is completed, meaning it may not happen for decades. HS2 is currently tens of billions of pounds over budget and around a decade behind schedule.