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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

Reinforced Extractive Summarization with Question-Focused Rewards ACL 2018
A Language Model based Evaluator for Sentence Compression ACL 2018
End-to-End Reinforcement Learning for Automatic Taxonomy Induction ACL 2018
Image Cationing with Visual-Semantic LSTM IJCAI 2018
Geometrically Coupled Monte Carlo Sampling NIPS 2018
Joint Training of Candidate Extraction and Answer Selection for Reading Comprehension ACL 2018
Sentiment Adaptive End-to-End Dialog Systems ACL 2018
Discourse Marker Augmented Network with Reinforcement Learning for Natural Language Inference ACL 2018
Open-Ended Long-form Video Question Answering via Adaptive Hierarchical Reinforced Networks IJCAI 2018
Improving Exploration in Evolution Strategies for Deep Reinforcement Learning via a Population of Novelty-Seeking Agents NIPS 2018
Representation Balancing MDPs for Off-policy Policy Evaluation NIPS 2018
Post: Device Placement with Cross-Entropy Minimization and Proximal Policy Optimization NIPS 2018
Transfer of Value Functions via Variational Methods NIPS 2018
Evolved Policy Gradients NIPS 2018
Bayesian Control of Large MDPs with Unknown Dynamics in Data-Poor Environments NIPS 2018
Meta-Gradient Reinforcement Learning NIPS 2018
A Skeleton-Based Model for Promoting Coherence Among Sentences in Narrative Story Generation EMNLP 2018
Continuous-time Value Function Approximation in Reproducing Kernel Hilbert Spaces NIPS 2018
Deep Reinforcement Learning of Marked Temporal Point Processes NIPS 2018
Decision making with limited feedback ALT 2018
Variance-Aware Regret Bounds for Undiscounted Reinforcement Learning in MDPs ALT 2018
Policy Shaping and Generalized Update Equations for Semantic Parsing from Denotations EMNLP 2018
Active Matting NIPS 2018
Interactive Language Acquisition with One-shot Visual Concept Learning through a Conversational Game ACL 2018
No Metrics Are Perfect: Adversarial Reward Learning for Visual Storytelling ACL 2018