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Deep RL

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Papers

DIVINE: A Generative Adversarial Imitation Learning Framework for Knowledge Graph Reasoning IJCNLP 2019
Deictic Image Mapping: An Abstraction for Learning Pose Invariant Manipulation Policies AAAI 2019
Attention-Aware Sampling via Deep Reinforcement Learning for Action Recognition AAAI 2019
Incorporating Graph Attention Mechanism into Knowledge Graph Reasoning Based on Deep Reinforcement Learning IJCNLP 2019
Deep Reinforcement Learning-based Text Anonymization against Private-Attribute Inference IJCNLP 2019
Revisiting the Softmax Bellman Operator: New Benefits and New Perspective ICML 2019
SOLAR: Deep Structured Representations for Model-Based Reinforcement Learning ICML 2019
VidyutVanika: A Reinforcement Learning Based Broker Agent for a Power Trading Competition AAAI 2019
Deep Reinforcement Learning for Syntactic Error Repair in Student Programs AAAI 2019
Combo-Action: Training Agent For FPS Game with Auxiliary Tasks AAAI 2019
A Deep Reinforcement Learning Framework for Rebalancing Dockless Bike Sharing Systems AAAI 2019
Deep Reinforcement Learning for Green Security Games with Real-Time Information AAAI 2019
Deep Reinforcement Learning for Ride-sharing Dispatching and Repositioning IJCAI 2019
CRSRL: Customer Routing System Using Reinforcement Learning IJCAI 2019
Leveraging Human Guidance for Deep Reinforcement Learning Tasks IJCAI 2019
Recent Advances in Imitation Learning from Observation IJCAI 2019
A Survey of Reinforcement Learning Informed by Natural Language IJCAI 2019
LTL and Beyond: Formal Languages for Reward Function Specification in Reinforcement Learning IJCAI 2019
Learning Interpretable Relational Structures of Hinge-loss Markov Random Fields IJCAI 2019
Energy-Efficient Slithering Gait Exploration for a Snake-Like Robot Based on Reinforcement Learning IJCAI 2019
Counterexample-Guided Strategy Improvement for POMDPs Using Recurrent Neural Networks IJCAI 2019
RLTM: An Efficient Neural IR Framework for Long Documents IJCAI 2019
A Dual Reinforcement Learning Framework for Unsupervised Text Style Transfer IJCAI 2019
Building Personalized Simulator for Interactive Search IJCAI 2019
Playing Card-Based RTS Games with Deep Reinforcement Learning IJCAI 2019