Agent Systems

Building Personalized Simulator for Interactive Search IJCAI 2019 Certainty Equivalence is Efficient for Linear Quadratic Control NeurIPS 2019 Combining Deep Learning and Verification for Precise Object Instance Detection CoRL 2019 Combining Optimal Control and Learning for Visual Navigation in Novel Environments CoRL 2019 Commonsense inference in human-robot communication EMNLP 2019 Comparative Analysis of Think-Aloud Methods for Everyday Activities in the Context of Cognitive Robotics Interspeech 2019 Composable Modular Reinforcement Learning AAAI 2019 Compositional Plan Vectors NeurIPS 2019 Contextual Multi-armed Bandit Algorithm for Semiparametric Reward Model ICML 2019 Continuous Direct Sparse Visual Odometry from RGB-D Images RSS 2019 Contrasting Exploration in Parameter and Action Space: A Zeroth-Order Optimization Perspective AISTATS 2019 Counter-example Guided Learning of Bounds on Environment Behavior CoRL 2019 DBA: Dynamic Multi-Armed Bandit Algorithm AAAI 2019 DeBGUer: A Tool for Bug Prediction and Diagnosis AAAI 2019 Decay-Function-Free Time-Aware Attention to Context and Speaker Indicator for Spoken Language Understanding NAACL 2019 Deep Reinforcement Learning for Subpixel Neural Tracking MIDL 2019 DensePhysNet: Learning Dense Physical Object Representations Via Multi-Step Dynamic Interactions RSS 2019 Deriving Subgoals Autonomously to Accelerate Learning in Sparse Reward Domains AAAI 2019 Designing Preferences, Beliefs, and Identities for Artificial Intelligence AAAI 2019 Detect or Track: Towards Cost-Effective Video Object Detection/Tracking AAAI 2019 Direct Drive Hands: Force-Motion Transparency in Gripper Design RSS 2019 Directed-Info GAIL: Learning Hierarchical Policies from Unsegmented Demonstrations using Directed Information ICLR 2019 Diversity-Driven Extensible Hierarchical Reinforcement Learning AAAI 2019 Do Neural Dialog Systems Use the Conversation History Effectively? An Empirical Study ACL 2019 Dynamic Learning of Sequential Choice Bandit Problem under Marketing Fatigue AAAI 2019