Reading Group We have a reading group in place that meets every two Friday in the smARTLab. Date Time Paper 29th June 2018 13.00-14:00 Building Machines That Learn and Think Like People 15th June 2018 13.00-14:00 Observe and Look Further: Achieving Consistent Performance on Atari 1st June 2018 13.00-14:00 Learning Explanatory Rules from Noisy Data 11th May 2018 13.00-14:00 Deep Neuroevolution: Genetic Algorithms are a Competitive Alternative for Training Deep Neural Networks for Reinforcement Learning 23rd Mar 2018 13.00-14:00 The Option-Critic Architecture 9th Mar 2018 13.00-14:00 Reinforcement Learning Neural Turing Machines 23rd Feb 2018 13.00-14:00 Efficient behavior learning in human–robot collaboration 26th Jan 2018 11:00-12:00 Robust and Efficient Transfer Learning with Hidden Parameter Markov Decision Processes 15th Dec 2017 11:00-12:00 Posterior Sampling for Large Scale Reinforcement Learning 8th Dec 2017 12:00-13:00 A Unified Game-Theoretic Approach to Multiagent Reinforcement Learning 17th Nov 2017 12:00-13:00 Leveraging Demonstrations for Deep Reinforcement Learning on Robotics Problems with Sparse Rewards