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Reinforcement Learning

1263 directly classified papers

Papers per year

Papers

Deep Communicating Agents for Abstractive Summarization NAACL 2018
Improving Reinforcement Learning Based Image Captioning with Natural Language Prior EMNLP 2018
Learning a Policy for Opportunistic Active Learning EMNLP 2018
Improving Neural Abstractive Document Summarization with Explicit Information Selection Modeling EMNLP 2018
Prediction Improves Simultaneous Neural Machine Translation EMNLP 2018
Thread Popularity Prediction and Tracking with a Permutation-invariant Model EMNLP 2018
CaLcs: Continuously Approximating Longest Common Subsequence for Sequence Level Optimization EMNLP 2018
Discriminative Deep Dyna-Q: Robust Planning for Dialogue Policy Learning EMNLP 2018
Learning End-to-End Goal-Oriented Dialog with Multiple Answers EMNLP 2018
AirDialogue: An Environment for Goal-Oriented Dialogue Research EMNLP 2018
Paraphrase Generation with Deep Reinforcement Learning EMNLP 2018
Greedy Search with Probabilistic N-gram Matching for Neural Machine Translation EMNLP 2018
A Reinforcement Learning-driven Translation Model for Search-Oriented Conversational Systems EMNLP 2018
Curriculum Learning Based on Reward Sparseness for Deep Reinforcement Learning of Task Completion Dialogue Management EMNLP 2018
Approximate Dynamic Oracle for Dependency Parsing with Reinforcement Learning EMNLP 2018
Semi-Supervised QA with Generative Domain-Adaptive Nets ACL 2017
From Language to Programs: Bridging Reinforcement Learning and Maximum Marginal Likelihood ACL 2017
Search-based Neural Structured Learning for Sequential Question Answering ACL 2017
Composite Task-Completion Dialogue Policy Learning via Hierarchical Deep Reinforcement Learning EMNLP 2017
Maximum Margin Reward Networks for Learning from Explicit and Implicit Supervision EMNLP 2017
A Joint Speaker-Listener-Reinforcer Model for Referring Expressions CVPR 2017
Self-Critical Sequence Training for Image Captioning CVPR 2017
PoseAgent: Budget-Constrained 6D Object Pose Estimation via Reinforcement Learning CVPR 2017
Deep 360 Pilot: Learning a Deep Agent for Piloting Through 360deg Sports Videos CVPR 2017
Reinforced Video Captioning with Entailment Rewards EMNLP 2017