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Deep RL

3861 directly classified papers

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Papers

Learning Sentence Representations over Tree Structures for Target-Dependent Classification NAACL 2018
Neural Math Word Problem Solver with Reinforcement Learning COLING 2018
Structured Dialogue Policy with Graph Neural Networks COLING 2018
Ensemble Sequence Level Training for Multimodal MT: OSU-Baidu WMT18 Multimodal Machine Translation System Report EMNLP 2018
Approximate Dynamic Oracle for Dependency Parsing with Reinforcement Learning EMNLP 2018
Macquarie University at BioASQ 6b: Deep learning and deep reinforcement learning for query-based summarisation EMNLP 2018
Reward Estimation for Variance Reduction in Deep Reinforcement Learning CORL 2018
Learning Unmanned Aerial Vehicle Control for Autonomous Target Following IJCAI 2018
Virtual-to-Real: Learning to Control in Visual Semantic Segmentation IJCAI 2018
Organizing Experience: a Deeper Look at Replay Mechanisms for Sample-Based Planning in Continuous State Domains IJCAI 2018
Toward Diverse Text Generation with Inverse Reinforcement Learning IJCAI 2018
Policies Modulating Trajectory Generators CORL 2018
Reinforced Mnemonic Reader for Machine Reading Comprehension IJCAI 2018
Extracting Action Sequences from Texts Based on Deep Reinforcement Learning IJCAI 2018
Impression Allocation for Combating Fraud in E-commerce Via Deep Reinforcement Learning with Action Norm Penalty IJCAI 2018
Implicit Quantile Networks for Distributional Reinforcement Learning ICML 2018
Coordinated Exploration in Concurrent Reinforcement Learning ICML 2018
PLASTIC: Prioritize Long and Short-term Information in Top-n Recommendation using Adversarial Training IJCAI 2018
Deep Reinforcement Learning in Ice Hockey for Context-Aware Player Evaluation IJCAI 2018
Self-Adaptive Double Bootstrapped DDPG IJCAI 2018
Multi-modality Sensor Data Classification with Selective Attention IJCAI 2018
Algorithms or Actions? A Study in Large-Scale Reinforcement Learning IJCAI 2018
Exploration by Distributional Reinforcement Learning IJCAI 2018
Cross-modal Bidirectional Translation via Reinforcement Learning IJCAI 2018
Episodic Memory Deep Q-Networks IJCAI 2018