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Reinforcement Learning

1263 directly classified papers

Papers per year

Papers

Deep Dyna-Q: Integrating Planning for Task-Completion Dialogue Policy Learning ACL 2018
Adaptive Multi-pass Decoder for Neural Machine Translation EMNLP 2018
Improving Abstraction in Text Summarization EMNLP 2018
Logician and Orator: Learning from the Duality between Language and Knowledge in Open Domain EMNLP 2018
Automatic Poetry Generation with Mutual Reinforcement Learning EMNLP 2018
Macquarie University at BioASQ 6b: Deep learning and deep reinforcement learning for query-based summarisation EMNLP 2018
Sim2Real Viewpoint Invariant Visual Servoing by Recurrent Control CVPR 2018
Deep Progressive Reinforcement Learning for Skeleton-Based Action Recognition CVPR 2018
Robust Distant Supervision Relation Extraction via Deep Reinforcement Learning ACL 2018
From Credit Assignment to Entropy Regularization: Two New Algorithms for Neural Sequence Prediction ACL 2018
Discourse Marker Augmented Network with Reinforcement Learning for Natural Language Inference ACL 2018
Unpaired Sentiment-to-Sentiment Translation: A Cycled Reinforcement Learning Approach ACL 2018
No Metrics Are Perfect: Adversarial Reward Learning for Visual Storytelling ACL 2018
Fast Abstractive Summarization with Reinforce-Selected Sentence Rewriting ACL 2018
Using a Deep Learning Dialogue Research Toolkit in a Multilingual Multidomain Practical Application IJCAI 2018
Policy Optimization with Second-Order Advantage Information IJCAI 2018
Learning Unmanned Aerial Vehicle Control for Autonomous Target Following IJCAI 2018
Virtual-to-Real: Learning to Control in Visual Semantic Segmentation IJCAI 2018
Reinforcing Coherence for Sequence to Sequence Model in Dialogue Generation IJCAI 2018
Reinforced Mnemonic Reader for Machine Reading Comprehension IJCAI 2018
Extracting Action Sequences from Texts Based on Deep Reinforcement Learning IJCAI 2018
High-Fidelity Simulated Players for Interactive Narrative Planning IJCAI 2018
Deep Reinforcement Learning in Ice Hockey for Context-Aware Player Evaluation IJCAI 2018
Self-Adaptive Double Bootstrapped DDPG IJCAI 2018
Algorithms or Actions? A Study in Large-Scale Reinforcement Learning IJCAI 2018