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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

Temporal-Logic-Based Reward Shaping for Continuing Reinforcement Learning Tasks AAAI 2021
Keep It Simple: Unsupervised Simplification of Multi-Paragraph Text ACL 2021
Reinforced Counterfactual Data Augmentation for Dual Sentiment Classification EMNLP 2021
Automatically Exposing Problems with Neural Dialog Models EMNLP 2021
Gradient Imitation Reinforcement Learning for Low Resource Relation Extraction EMNLP 2021
Neuro-Symbolic Approaches for Text-Based Policy Learning EMNLP 2021
Neuro-Symbolic Reinforcement Learning with First-Order Logic EMNLP 2021
Adaptive Information Seeking for Open-Domain Question Answering EMNLP 2021
Enhancing Visual Dialog Questioner with Entity-based Strategy Learning and Augmented Guesser EMNLP 2021
Refine and Imitate: Reducing Repetition and Inconsistency in Persuasion Dialogues via Reinforcement Learning and Human Demonstration EMNLP 2021
Learning and Analyzing Generation Order for Undirected Sequence Models EMNLP 2021
Learning Task Sampling Policy for Multitask Learning EMNLP 2021
RAST: Domain-Robust Dialogue Rewriting as Sequence Tagging EMNLP 2021
Language Resource Efficient Learning for Captioning EMNLP 2021
Gated Spatio-Temporal Attention-Guided Video Deblurring CVPR 2021
Reinforced Attention for Few-Shot Learning and Beyond CVPR 2021
LAU-Net: Latitude Adaptive Upscaling Network for Omnidirectional Image Super-Resolution CVPR 2021
SimPoE: Simulated Character Control for 3D Human Pose Estimation CVPR 2021
ReAgent: Point Cloud Registration Using Imitation and Reinforcement Learning CVPR 2021
ManipulaTHOR: A Framework for Visual Object Manipulation CVPR 2021
No RL, No Simulation: Learning to Navigate without Navigating NIPS 2021
Landmark-RxR: Solving Vision-and-Language Navigation with Fine-Grained Alignment Supervision NIPS 2021
SILG: The Multi-domain Symbolic Interactive Language Grounding Benchmark NIPS 2021
Sim and Real: Better Together NIPS 2021
Robust Domain Randomised Reinforcement Learning through Peer-to-Peer Distillation ACML 2021