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Deep RL

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Papers

Teaching Robots to Interact with Humans in a Smart Environment IJCAI 2019
Combining parametric and nonparametric models for off-policy evaluation ICML 2019
Cost-Aware Fine-Grained Recognition for IoTs Based on Sequential Fixations ICCV 2019
Making History Matter: History-Advantage Sequence Training for Visual Dialog ICCV 2019
Deep Reinforcement Active Learning for Human-in-the-Loop Person Re-Identification ICCV 2019
Imitation Learning for Human Pose Prediction ICCV 2019
Cross-View Policy Learning for Street Navigation ICCV 2019
Learning to Paint With Model-Based Deep Reinforcement Learning ICCV 2019
Ego-Pose Estimation and Forecasting As Real-Time PD Control ICCV 2019
SME-Net: Sparse Motion Estimation for Parametric Video Prediction Through Reinforcement Learning ICCV 2019
Using Semantic Similarity as Reward for Reinforcement Learning in Sentence Generation ACL 2019
Reinforced Product Metadata Selection for Helpfulness Assessment of Customer Reviews EMNLP 2019
DIVINE: A Generative Adversarial Imitation Learning Framework for Knowledge Graph Reasoning EMNLP 2019
Collaborative Policy Learning for Open Knowledge Graph Reasoning EMNLP 2019
A Deep Reinforced Sequence-to-Set Model for Multi-Label Classification ACL 2019
Look Harder: A Neural Machine Translation Model with Hard Attention ACL 2019
Neural Keyphrase Generation via Reinforcement Learning with Adaptive Rewards ACL 2019
Historical Text Normalization with Delayed Rewards ACL 2019
End-to-end Deep Reinforcement Learning Based Coreference Resolution ACL 2019
Verifiable and Interpretable Reinforcement Learning through Program Synthesis AAAI 2019
Adversarial Actor-Critic Method for Task and Motion Planning Problems Using Planning Experience AAAI 2019
Successor Features Based Multi-Agent RL for Event-Based Decentralized MDPs AAAI 2019
Deriving Subgoals Autonomously to Accelerate Learning in Sparse Reward Domains AAAI 2019
Answer-Supervised Question Reformulation for Enhancing Conversational Machine Comprehension EMNLP 2019
Context-Reinforced Semantic Segmentation CVPR 2019