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reinforcement learning

4352 papers

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Also known as

RL REINFORCE

Co-occurring keywords

large language model (13587) policy learning (702) markov decision process (790) policy optimization (657) policy gradient (520) deep reinforcement learning (903) multi-agent system (1819) imitation learning (744) regret bound (1926) language model (4599)

Papers

Understanding the Impact of Entropy on Policy Optimization ICML 2019
Learning to Generalize from Sparse and Underspecified Rewards ICML 2019
Learning to Ask for Conversational Machine Learning EMNLP 2019
Pun-GAN: Generative Adversarial Network for Pun Generation EMNLP 2019
Answers Unite! Unsupervised Metrics for Reinforced Summarization Models EMNLP 2019
Exploring Diverse Expressions for Paraphrase Generation EMNLP 2019
Better Rewards Yield Better Summaries: Learning to Summarise Without References EMNLP 2019
DIVINE: A Generative Adversarial Imitation Learning Framework for Knowledge Graph Reasoning IJCNLP 2019
DIVINE: A Generative Adversarial Imitation Learning Framework for Knowledge Graph Reasoning EMNLP 2019
Clickbait? Sensational Headline Generation with Auto-tuned Reinforcement Learning EMNLP 2019
How to Build User Simulators to Train RL-based Dialog Systems IJCNLP 2019
Unsupervised Context Rewriting for Open Domain Conversation IJCNLP 2019
Reinforced Product Metadata Selection for Helpfulness Assessment of Customer Reviews IJCNLP 2019
Improving Generative Visual Dialog by Answering Diverse Questions IJCNLP 2019
Machine Translation for Machines: the Sentiment Classification Use Case IJCNLP 2019
MaMiC: Macro and Micro Curriculum for Robotic Reinforcement Learning AAAI 2019
Towards Sequence-to-Sequence Reinforcement Learning for Constraint Solving with Constraint-Based Local Search AAAI 2019
Attention Guided Imitation Learning and Reinforcement Learning AAAI 2019
Meta Learning for Image Captioning AAAI 2019
Hierarchical Text Classification with Reinforced Label Assignment IJCNLP 2019
Learning the Extraction Order of Multiple Relational Facts in a Sentence with Reinforcement Learning IJCNLP 2019
Learning Dynamic Context Augmentation for Global Entity Linking IJCNLP 2019
Building Task-Oriented Visual Dialog Systems Through Alternative Optimization Between Dialog Policy and Language Generation IJCNLP 2019
Automatically Learning Data Augmentation Policies for Dialogue Tasks IJCNLP 2019
Reading Like HER: Human Reading Inspired Extractive Summarization EMNLP 2019