reinforcement learning

Robot Task Interruption by Learning to Switch Among Multiple Models IJCAI 2018 Robust Distant Supervision Relation Extraction via Deep Reinforcement Learning ACL 2018 Scalable Bilinear Pi Learning Using State and Action Features ICML 2018 Scalable Construction and Reasoning of Massive Knowledge Bases NAACL 2018 Scalable Initial State Interdiction for Factored MDPs IJCAI 2018 Scalar Posterior Sampling with Applications NeurIPS 2018 Scheduled Policy Optimization for Natural Language Communication with Intelligent Agents IJCAI 2018 Sentiment Adaptive End-to-End Dialog Systems ACL 2018 Sequence-to-Sequence Language Grounding of Non-Markovian Task Specifications RSS 2018 Sequicity: Simplifying Task-oriented Dialogue Systems with Single Sequence-to-Sequence Architectures ACL 2018 Sim2Real Viewpoint Invariant Visual Servoing by Recurrent Control CVPR 2018 Simplifying Reward Design through Divide-and-Conquer RSS 2018 Sim-to-Real: Learning Agile Locomotion For Quadruped Robots RSS 2018 Sim-to-Real Transfer with Neural-Augmented Robot Simulation CoRL 2018 Situated Mapping of Sequential Instructions to Actions with Single-step Reward Observation ACL 2018 Smoothed Action Value Functions for Learning Gaussian Policies ICML 2018 Source Critical Reinforcement Learning for Transferring Spoken Language Understanding to a New Language COLING 2018 Spotlight: Optimizing Device Placement for Training Deep Neural Networks ICML 2018 Stochastic Variance-Reduced Policy Gradient ICML 2018 Synthesized Policies for Transfer and Adaptation across Tasks and Environments NeurIPS 2018 Synthesizing Programs for Images using Reinforced Adversarial Learning ICML 2018 Temporal Regularization for Markov Decision Process NeurIPS 2018 The Mirage of Action-Dependent Baselines in Reinforcement Learning ICML 2018 The Uncertainty Bellman Equation and Exploration ICML 2018 Thread Popularity Prediction and Tracking with a Permutation-invariant Model EMNLP 2018