Publication EDDI: Efficient Dynamic Discovery of High-Value Information with Partial VAE Chao Ma, Sebastian Tschiatschek, Konstantina Palla, Jose Miguel Hernandez Lobato, Sebastian Nowozin, Cheng Zhang International Conference on Machine Learning | June 2019 Project
Publication Learner-aware Teaching: Inverse Reinforcement Learning with Preferences and Constraints Sebastian Tschiatschek, Ahana Ghosh, Luis Haug, Rati Devidze, Adish Singla arXiv:1906.00429 | June 2019 Published by arXiv Project Project
Publication ODIN: Optimal Discovery of High-value INformation Using Model-based Deep Reinforcement Learning Sara Zannone, Jose Miguel Hernandez Lobato, Cheng Zhang, Konstantina Palla Real-world Sequential Decision Making Workshop, ICML | June 2019
Publication Neuropathic Pain Diagnosis Simulator for Causal Discovery Algorithm Evaluation Ruibo Tu, Kun Zhang, Bo Christer Bertilson, Hedvig Kjellström, Cheng Zhang June 2019 Project
Publication A Causal View on Robustness of Neural Networks Cheng Zhang, Yingzhen Li June 2019 Project
Publication Fast Context Adaptation via Meta-Learning Luisa Zintgraf, Kyriacos Shiarlis, Vitaly Kurin, Katja Hofmann, Shimon Whiteson Thirty-sixth International Conference on Machine Learning (ICML) | June 2019
Publication Efficient Amortised Bayesian Inference for Hierarchical and Nonlinear Dynamical Systems Geoffrey Roeder, Paul Grant, Andrew Phillips, Neil Dalchau, Ted Meeds ICML 2019 | June 2019 Project Project Project
Publication Customizing Scripted Bots: Sample Efficient Imitation Learning for Human-like Behavior in Minecraft Brian Broll, Matthew Hausknecht, Dave Bignell, Adith Swaminathan The Adaptive and Learning Agents (ALA) Workshop at AAMAS 2019 | May 2019
Publication Engagement with Mental Health Screening on Mobile Devices: Results from an Antenatal Feasibility Study Kevin Doherty, José Marcano-Balisario, Martin Cohn, Nikolaos Mastellos, Cecily Morrison, Josip Car, Gavin Doherty CHI 2019 | May 2019 Best Paper Award
Publication Communication Challenges in the IoT Mi Zhang, Xiaofan (Fred) Jiang, Steve Hodges IEEE Pervasive Computing | May 2019, Vol 18(1): pp. 8-9