Agent Systems

Subgoal Discovery for Hierarchical Dialogue Policy Learning EMNLP 2018 Symbolic Synthesis of Fault-Tolerance Ratios in Parameterised Multi-Agent Systems IJCAI 2018 SynKit: LTL Synthesis as a Service IJCAI 2018 Teaching Inverse Reinforcement Learners via Features and Demonstrations NeurIPS 2018 The Context-Dependent Additive Recurrent Neural Net NAACL 2018 Toward Data-Driven Tutorial Question Answering with Deep Learning Conversational Models NAACL 2018 Toward Specification-Guided Active Mars Exploration for Cooperative Robot Teams RSS 2018 Universal Agent for Disentangling Environments and Tasks ICLR 2018 VITAL: VIsual Tracking via Adversarial Learning CVPR 2018 Watching a Small Portion could be as Good as Watching All: Towards Efficient Video Classification IJCAI 2018 Who Let the Dogs Out? Modeling Dog Behavior From Visual Data CVPR 2018 Achieving Coordination in Multi-Agent Systems by Stable Local Conventions under Community Networks IJCAI 2017 Active Preference-Based Learning of Reward Functions RSS 2017 A Fast Stochastic Contact Model for Planar Pushing and Grasping: Theory and Experimental Validation RSS 2017 Agent Design Consistency Checking via Planning IJCAI 2017 A Goal Reasoning Agent for Controlling UAVs in Beyond-Visual-Range Air Combat IJCAI 2017 A Monte Carlo Tree Search approach to Active Malware Analysis IJCAI 2017 An End-to-End System for Accomplishing Tasks with Modular Robots: Perspectives for the AI community IJCAI 2017 An End-to-End Trainable Neural Network Model with Belief Tracking for Task-Oriented Dialog Interspeech 2017 A Network-based End-to-End Trainable Task-oriented Dialogue System EACL 2017 A Survey of Preference-Based Reinforcement Learning Methods JMLR 2017 Automated Curriculum Learning for Neural Networks ICML 2017 Autonomous Task Sequencing for Customized Curriculum Design in Reinforcement Learning IJCAI 2017 Balancing and Step Recovery Capturability via Sums-of-Squares Optimization RSS 2017 Bayesian Hilbert Maps for Dynamic Continuous Occupancy Mapping CoRL 2017