Reinforcement Learning

Guided evolutionary strategies: augmenting random search with surrogate gradients ICML 2019 Guided Meta-Policy Search NeurIPS 2019 HAQ: Hardware-Aware Automated Quantization With Mixed Precision CVPR 2019 Harnessing Reinforcement Learning for Neural Motion Planning RSS 2019 Help, Anna! Visual Navigation with Natural Multimodal Assistance via Retrospective Curiosity-Encouraging Imitation Learning EMNLP 2019 Hessian Aided Policy Gradient ICML 2019 Hierarchically Structured Reinforcement Learning for Topically Coherent Visual Story Generation AAAI 2019 Hierarchical Reinforcement Learning for Course Recommendation in MOOCs AAAI 2019 Hierarchical Reinforcement Learning via Advantage-Weighted Information Maximization ICLR 2019 Hierarchical Reinforcement Learning with Advantage-Based Auxiliary Rewards NeurIPS 2019 Hierarchical RL Using an Ensemble of Proprioceptive Periodic Policies ICLR 2019 Hierarchical Text Classification with Reinforced Label Assignment EMNLP 2019 Hierarchical Visuomotor Control of Humanoids ICLR 2019 Hill Climbing on Value Estimates for Search-control in Dyna IJCAI 2019 Hindsight Credit Assignment NeurIPS 2019 Hindsight policy gradients ICLR 2019 Historical Text Normalization with Delayed Rewards ACL 2019 HJB Optimal Feedback Control with Deep Differential Value Functions and Action Constraints CoRL 2019 HOList: An Environment for Machine Learning of Higher Order Logic Theorem Proving ICML 2019 How to Build User Simulators to Train RL-based Dialog Systems EMNLP 2019 How to Combine Tree-Search Methods in Reinforcement Learning AAAI 2019 HRL4IN: Hierarchical Reinforcement Learning for Interactive Navigation with Mobile Manipulators CoRL 2019 Human-Like Decision Making: Document-level Aspect Sentiment Classification via Hierarchical Reinforcement Learning EMNLP 2019 Human-Like Delicate Region Erasing Strategy for Weakly Supervised Detection AAAI 2019 Hybrid Actor-Critic Reinforcement Learning in Parameterized Action Space IJCAI 2019