Agent Systems

Fast rates for online learning in Linearly Solvable Markov Decision Processes COLT 2017 Generalized Cylinders for Learning, Reproduction, Generalization, and Refinement of Robot Skills RSS 2017 Grounding of Human Environments and Activities for Autonomous Robots IJCAI 2017 Guess What: A Question Answering Game via On-demand Knowledge Validation IJCNLP 2017 Handling non-local dead-ends in Agent Planning Programs IJCAI 2017 Hierarchical Reinforcement Learning with Parameters CoRL 2017 Human-Like Agents for Repeated Negotiation IJCAI 2017 Hybrid Code Networks: practical and efficient end-to-end dialog control with supervised and reinforcement learning ACL 2017 Hybrid Dialog State Tracker with ASR Features EACL 2017 Integrated Learning of Dialog Strategies and Semantic Parsing EACL 2017 Integrating Answer Set Programming with Semantic Dictionaries for Robot Task Planning IJCAI 2017 Interactive Learning from Policy-Dependent Human Feedback ICML 2017 Joint, Incremental Disfluency Detection and Utterance Segmentation from Speech EACL 2017 Knowledge Acquisition for Visual Question Answering via Iterative Querying CVPR 2017 Knowledge Engineering for Intelligent Decision Support IJCAI 2017 Latent Intention Dialogue Models ICML 2017 Learning Conversational Systems that Interleave Task and Non-Task Content IJCAI 2017 Learning from Demonstrations with High-Level Side Information IJCAI 2017 Learning in POMDPs with Monte Carlo Tree Search ICML 2017 Learning Models for Shared Control of Human-Machine Systems with Unknown Dynamics RSS 2017 Learning Partially Contracting Dynamical Systems from Demonstrations CoRL 2017 Learning Robotic Manipulation of Granular Media CoRL 2017 Learning Robot Objectives from Physical Human Interaction CoRL 2017 Learning to Translate in Real-time with Neural Machine Translation EACL 2017 Mapping Instructions and Visual Observations to Actions with Reinforcement Learning EMNLP 2017