Deep RL

Exploring Diverse Expressions for Paraphrase Generation EMNLP 2019 Exploring the Task Cooperation in Multi-goal Visual Navigation IJCAI 2019 Expressive Real-Time Intersection Scheduling AAAI 2019 Extrapolating Beyond Suboptimal Demonstrations via Inverse Reinforcement Learning from Observations ICML 2019 Fake It Till You Make It: Learning-Compatible Performance Support UAI 2019 Finding Friend and Foe in Multi-Agent Games NeurIPS 2019 Finite-Sample Analysis for SARSA with Linear Function Approximation NeurIPS 2019 Finite-time Analysis of Approximate Policy Iteration for the Linear Quadratic Regulator NeurIPS 2019 Finite-Time Performance Bounds and Adaptive Learning Rate Selection for Two Time-Scale Reinforcement Learning NeurIPS 2019 Fully Convolutional Network with Multi-Step Reinforcement Learning for Image Processing AAAI 2019 Fully Parameterized Quantile Function for Distributional Reinforcement Learning NeurIPS 2019 Generalization in Generation: A closer look at Exposure Bias EMNLP 2019 Generalization in Reinforcement Learning with Selective Noise Injection and Information Bottleneck NeurIPS 2019 Generalization of Reinforcement Learners with Working and Episodic Memory NeurIPS 2019 Generalized Off-Policy Actor-Critic NeurIPS 2019 Geometric Multi-Model Fitting by Deep Reinforcement Learning AAAI 2019 Goal-Driven Sequential Data Abstraction ICCV 2019 Gossip-based Actor-Learner Architectures for Deep Reinforcement Learning NeurIPS 2019 Guided Dialog Policy Learning: Reward Estimation for Multi-Domain Task-Oriented Dialog EMNLP 2019 Guided evolutionary strategies: augmenting random search with surrogate gradients ICML 2019 HAQ: Hardware-Aware Automated Quantization With Mixed Precision CVPR 2019 Harnessing Reinforcement Learning for Neural Motion Planning RSS 2019 Hierarchically Structured Reinforcement Learning for Topically Coherent Visual Story Generation AAAI 2019 Hierarchical Text Classification with Reinforced Label Assignment EMNLP 2019 Hierarchical Visuomotor Control of Humanoids ICLR 2019