Gods and Robots In this episode of the podcast we shake things up! Neil is on the guest side of the table with his partner Rabbi Laura Janner-Klausner to discuss their upcoming project Gods and Robots. Katherine is joined on the host side by friend of the show professor Michael Littman. See... See More Episodes arXiv Whitepapers Learning Agile Soccer Skills for a Bipedal Robot with Deep Reinforcement Learning We investigate whether Deep Reinforcement Learning (Deep RL) is able to synthesize sophisticated and safe movement skills for a low-cost, miniature humanoid robot that can be composed into complex behavioral strategies in dynamic environments. We used Deep RL to train a humanoid robot with 20... Speak, Memory: An Archaeology of Books Known to ChatGPT/GPT-4 In this work, we carry out a data archaeology to infer books that are known to ChatGPT and GPT-4 using a name cloze membership inference query. We find that OpenAI models have memorized a wide collection of copyrighted materials, and that the degree of memorization is tied to the frequency with... Neural networks: from the perceptron to deep nets Artificial networks have been studied through the prism of statistical mechanics as disordered systems since the 80s, starting from the simple models of Hopfield's associative memory and the single-neuron perceptron classifier. Assuming data is generated by a teacher model, asymptotic generalisation... More featured content News Articles AI can now read emotions – should it? Tool predicts how fast code will run on a chip Stay in the loop. Subscribe to our newsletter for a weekly update on the latest podcast, news, events, and jobs postings. E-mail Leave this field blank When machine learning packs an economic punch What is Machine Learning on Code? 5 Statistical Traps Data Scientists Should Avoid How can we make sure that algorithms are fair? The dark side of Alexa, Siri and other personal digital assistants Finding a good read among billions of choices Differences between deep neural networks and human perception Data Sources 101 More news