Agent Systems

Generalization and Exploration via Randomized Value Functions ICML 2016 Generative Adversarial Imitation Learning NeurIPS 2016 Inferring Forces and Learning Human Utilities From Videos CVPR 2016 Inverse Reinforcement Learning with Simultaneous Estimation of Rewards and Dynamics AISTATS 2016 Learning Simple Algorithms from Examples ICML 2016 Learning to Filter with Predictive State Inference Machines ICML 2016 Learning to Poke by Poking: Experiential Learning of Intuitive Physics NeurIPS 2016 Mathematical Tools for Analysis, Simulation and Design of Robotic Angular Encoders RSS 2016 Maximizing Influence in an Ising Network: A Mean-Field Optimal Solution NeurIPS 2016 Measuring Non-cooperation in Dialogue COLING 2016 Named Entity Recognition for Linguistic Rapid Response in Low-Resource Languages: Sorani Kurdish and Tajik COLING 2016 Ranking Responses Oriented to Conversational Relevance in Chat-bots COLING 2016 Representing and Learning Complex Object Interactions RSS 2016 Revealing Graph Bandits for Maximizing Local Influence AISTATS 2016 REX: A Development Platform and Online Learning Approach for Runtime Emergent Software Systems OSDI 2016 Robotic Assistance in Coordination of Patient Care RSS 2016 Showing versus doing: Teaching by demonstration NeurIPS 2016 Statistical Modeling of Speaker’s Voice with Temporal Co-Location for Active Voice Authentication Interspeech 2016 Threshold Learning for Optimal Decision Making NeurIPS 2016 UAV Sensor Fusion With Latent-Dynamic Conditional Random Fields in Coronal Plane Estimation CVPR 2016 A Bayesian Framework for Modeling Confidence in Perceptual Decision Making NeurIPS 2015 Active Object Localization With Deep Reinforcement Learning ICCV 2015 Addressing Constraint Robustness to Torque Errors in Task-Space Inverse Dynamics RSS 2015 Bad Universal Priors and Notions of Optimality COLT 2015 Combinatorial Bandits Revisited NeurIPS 2015