reinforcement learning

Addressing Semantic Drift in Question Generation for Semi-Supervised Question Answering EMNLP 2019 A Deep Reinforced Sequence-to-Set Model for Multi-Label Classification ACL 2019 Adversarial Actor-Critic Method for Task and Motion Planning Problems Using Planning Experience AAAI 2019 A Family of Robust Stochastic Operators for Reinforcement Learning NeurIPS 2019 A Generalized Algorithm for Multi-Objective Reinforcement Learning and Policy Adaptation NeurIPS 2019 A Hierarchical Reinforced Sequence Operation Method for Unsupervised Text Style Transfer ACL 2019 A Kernel Loss for Solving the Bellman Equation NeurIPS 2019 Almost Horizon-Free Structure-Aware Best Policy Identification with a Generative Model NeurIPS 2019 AM-LFS: AutoML for Loss Function Search ICCV 2019 A Model-Free Affective Reinforcement Learning Approach to Personalization of an Autonomous Social Robot Companion for Early Literacy Education AAAI 2019 A Modular Architecture for Unsupervised Sarcasm Generation EMNLP 2019 An Empirical Comparison on Imitation Learning and Reinforcement Learning for Paraphrase Generation EMNLP 2019 An Entity-Driven Framework for Abstractive Summarization EMNLP 2019 A neurally plausible model learns successor representations in partially observable environments NeurIPS 2019 A new dog learns old tricks: RL finds classic optimization algorithms ICLR 2019 An Imitation Learning Approach to Unsupervised Parsing ACL 2019 An Improved Convergence Analysis of Stochastic Variance-Reduced Policy Gradient UAI 2019 An Investigation of Model-Free Planning ICML 2019 Answer-guided and Semantic Coherent Question Generation in Open-domain Conversation EMNLP 2019 Answers Unite! Unsupervised Metrics for Reinforced Summarization Models EMNLP 2019 Answer-Supervised Question Reformulation for Enhancing Conversational Machine Comprehension EMNLP 2019 Approximate Relative Value Learning for Average-reward Continuous State MDPs UAI 2019 A Regularized Approach to Sparse Optimal Policy in Reinforcement Learning NeurIPS 2019 ARSM: Augment-REINFORCE-Swap-Merge Estimator for Gradient Backpropagation Through Categorical Variables ICML 2019 A Survey of Reinforcement Learning Informed by Natural Language IJCAI 2019