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Reinforcement Learning

2932 directly classified papers

Papers per year

Papers

Reinforced Product Metadata Selection for Helpfulness Assessment of Customer Reviews EMNLP 2019
Machine Translation for Machines: the Sentiment Classification Use Case EMNLP 2019
Simpler and Faster Learning of Adaptive Policies for Simultaneous Translation EMNLP 2019
Learning the Extraction Order of Multiple Relational Facts in a Sentence with Reinforcement Learning EMNLP 2019
Modeling Coherence for Discourse Neural Machine Translation AAAI 2019
Learning to Generalize from Sparse and Underspecified Rewards ICML 2019
Understanding the Impact of Entropy on Policy Optimization ICML 2019
Projections for Approximate Policy Iteration Algorithms ICML 2019
More Efficient Off-Policy Evaluation through Regularized Targeted Learning ICML 2019
Extrapolating Beyond Suboptimal Demonstrations via Inverse Reinforcement Learning from Observations ICML 2019
Learning Action Representations for Reinforcement Learning ICML 2019
Dynamic Measurement Scheduling for Event Forecasting using Deep RL ICML 2019
Information-Theoretic Considerations in Batch Reinforcement Learning ICML 2019
Generative Adversarial User Model for Reinforcement Learning Based Recommendation System ICML 2019
Control Regularization for Reduced Variance Reinforcement Learning ICML 2019
Policy Certificates: Towards Accountable Reinforcement Learning ICML 2019
Dead-ends and Secure Exploration in Reinforcement Learning ICML 2019
Distributional Multivariate Policy Evaluation and Exploration with the Bellman GAN ICML 2019
Diagnosing Bottlenecks in Deep Q-learning Algorithms ICML 2019
Off-Policy Deep Reinforcement Learning without Exploration ICML 2019
Combining parametric and nonparametric models for off-policy evaluation ICML 2019
Dimension-Wise Importance Sampling Weight Clipping for Sample-Efficient Reinforcement Learning ICML 2019
Importance Sampling Policy Evaluation with an Estimated Behavior Policy ICML 2019
Per-Decision Option Discounting ICML 2019
Learning Channel-Wise Interactions for Binary Convolutional Neural Networks CVPR 2019