One of the most surprising puzzles in neural network generalisation is
g...
Causal models of agents have been used to analyse the safety aspects of
...
Agents should avoid unsafe behaviour during both training and deployment...
For artificial intelligence to be beneficial to humans the behaviour of ...
A common vision from science fiction is that robots will one day inhabit...
Evaluation of Bayesian deep learning (BDL) methods is challenging. We of...
Before deploying autonomous agents in the real world, we need to be conf...
Recent work has identified that using a high learning rate or a small ba...
We study the properties of the endpoint of stochastic gradient descent (...