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Reinforcement Learning

767 directly classified papers

Papers per year

Papers

Learn What Not to Learn: Action Elimination with Deep Reinforcement Learning NIPS 2018
Learning Temporal Point Processes via Reinforcement Learning NIPS 2018
On Learning Intrinsic Rewards for Policy Gradient Methods NIPS 2018
Multi-Agent Generative Adversarial Imitation Learning NIPS 2018
Integrating kinematics and environment context into deep inverse reinforcement learning for predicting off-road vehicle trajectories CORL 2018
Playing hard exploration games by watching YouTube NIPS 2018
End-to-End Reinforcement Learning for Automatic Taxonomy Induction ACL 2018
A Language Model based Evaluator for Sentence Compression ACL 2018
Autonomous Sub-domain Modeling for Dialogue Policy with Hierarchical Deep Reinforcement Learning EMNLP 2018
Joint Modeling for Query Expansion and Information Extraction with Reinforcement Learning EMNLP 2018
A Teacher-Student Framework for Maintainable Dialog Manager EMNLP 2018
[RETRACTED] Playing 20 Question Game with Policy-Based Reinforcement Learning EMNLP 2018
Subgoal Discovery for Hierarchical Dialogue Policy Learning EMNLP 2018
Learning a Policy for Opportunistic Active Learning EMNLP 2018
An Off-policy Policy Gradient Theorem Using Emphatic Weightings NIPS 2018
Learning to Exploit Stability for 3D Scene Parsing NIPS 2018
Teaching Inverse Reinforcement Learners via Features and Demonstrations NIPS 2018
Meta-Reinforcement Learning of Structured Exploration Strategies NIPS 2018
A Lyapunov-based Approach to Safe Reinforcement Learning NIPS 2018
Multi-Shot Pedestrian Re-Identification via Sequential Decision Making CVPR 2018
Reinforcement Cutting-Agent Learning for Video Object Segmentation CVPR 2018
Learning to Look Around: Intelligently Exploring Unseen Environments for Unknown Tasks CVPR 2018
Learning Intelligent Dialogs for Bounding Box Annotation CVPR 2018
Environment Upgrade Reinforcement Learning for Non-Differentiable Multi-Stage Pipelines CVPR 2018
Hierarchical Reinforcement Learning for Zero-shot Generalization with Subtask Dependencies NIPS 2018