Artificial Intelligence

Walking and running on yielding and fluidizing ground RSS 2012 Waveform Driven Plasticity in BiFeO3 Memristive Devices: Model and Implementation NeurIPS 2012 (weak) Calibration is Computationally Hard COLT 2012 Weighted Likelihood Policy Search with Model Selection NeurIPS 2012 What Types of Interactions do Bio-Inspired Robot Swarms and Flocks Afford a Human? RSS 2012 A Bayesian Approach for Learning and Planning in Partially Observable Markov Decision Processes JMLR 2011 A blind sparse deconvolution method for neural spike identification NeurIPS 2011 A Brain-Machine Interface Operating with a Real-Time Spiking Neural Network Control Algorithm NeurIPS 2011 Accelerated Adaptive Markov Chain for Partition Function Computation NeurIPS 2011 A Collaborative Mechanism for Crowdsourcing Prediction Problems NeurIPS 2011 A conditional game for comparing approximations AISTATS 2011 Action-Gap Phenomenon in Reinforcement Learning NeurIPS 2011 Active Classification based on Value of Classifier NeurIPS 2011 Active dendrites: adaptation to spike-based communication NeurIPS 2011 Active learning of neural response functions with Gaussian processes NeurIPS 2011 Active Learning Ranking from Pairwise Preferences with Almost Optimal Query Complexity NeurIPS 2011 Active Learning with a Drifting Distribution NeurIPS 2011 Active Ranking using Pairwise Comparisons NeurIPS 2011 Adaptive Subgradient Methods for Online Learning and Stochastic Optimization JMLR 2011 Additive Gaussian Processes NeurIPS 2011 A Framework for Push-Grasping in Clutter RSS 2011 A Global Structural EM Algorithm for a Model of Cancer Progression NeurIPS 2011 Agnostic KWIK learning and efficient approximate reinforcement learning COLT 2011 A Model for Temporal Dependencies in Event Streams NeurIPS 2011 Analysis and Improvement of Policy Gradient Estimation NeurIPS 2011