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reinforcement learning

4122 papers

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Also known as

RLVR HARL GRPO RL PPO REINFORCE RFT DRL RL NULL LQR RLHF

Co-occurring keywords

large language model (12755) policy learning (699) markov decision process (788) policy gradient (518) policy optimization (630) deep reinforcement learning (903) multi-agent system (1743) imitation learning (741) regret bound (1918) language model (4573)

Papers

Graph Policy Gradients for Large Scale Robot Control CORL 2019
Reading Like HER: Human Reading Inspired Extractive Summarization IJCNLP 2019
SoftRegex: Generating Regex from Natural Language Descriptions using Softened Regex Equivalence IJCNLP 2019
EGG: a toolkit for research on Emergence of lanGuage in Games IJCNLP 2019
How to Build User Simulators to Train RL-based Dialog Systems EMNLP 2019
Rewarding Coreference Resolvers for Being Consistent with World Knowledge EMNLP 2019
Deep Reinforcement Learning with Distributional Semantic Rewards for Abstractive Summarization IJCNLP 2019
Hierarchical Text Classification with Reinforced Label Assignment EMNLP 2019
Learning Dynamic Context Augmentation for Global Entity Linking EMNLP 2019
Building Task-Oriented Visual Dialog Systems Through Alternative Optimization Between Dialog Policy and Language Generation EMNLP 2019
An Empirical Comparison on Imitation Learning and Reinforcement Learning for Paraphrase Generation IJCNLP 2019
Answer-guided and Semantic Coherent Question Generation in Open-domain Conversation IJCNLP 2019
Learning to Ask for Conversational Machine Learning IJCNLP 2019
Learning Novel Policies For Tasks ICML 2019
Tighter Problem-Dependent Regret Bounds in Reinforcement Learning without Domain Knowledge using Value Function Bounds ICML 2019
ARSM: Augment-REINFORCE-Swap-Merge Estimator for Gradient Backpropagation Through Categorical Variables ICML 2019
Sample-Optimal Parametric Q-Learning Using Linearly Additive Features ICML 2019
Learning Context-dependent Label Permutations for Multi-label Classification ICML 2019
EMI: Exploration with Mutual Information ICML 2019
Policy Certificates: Towards Accountable Reinforcement Learning ICML 2019
Control Regularization for Reduced Variance Reinforcement Learning ICML 2019
Learning Action Representations for Reinforcement Learning ICML 2019
Neural Topic Model with Reinforcement Learning IJCNLP 2019
Pun-GAN: Generative Adversarial Network for Pun Generation IJCNLP 2019
An Entity-Driven Framework for Abstractive Summarization IJCNLP 2019