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Reinforcement Learning

2932 directly classified papers

Papers per year

Papers

Integrating Learning with Game Theory for Societal Challenges IJCAI 2019
Split Q Learning: Reinforcement Learning with Two-Stream Rewards IJCAI 2019
Intelligent Querying in Camera Networks for Efficient Target Tracking IJCAI 2019
Safe and Sample-Efficient Reinforcement Learning Algorithms for Factored Environments IJCAI 2019
CRSRL: Customer Routing System Using Reinforcement Learning IJCAI 2019
Variance Reduction in Monte Carlo Counterfactual Regret Minimization (VR-MCCFR) for Extensive Form Games Using Baselines AAAI 2019
Task Transfer by Preference-Based Cost Learning AAAI 2019
Fully Convolutional Network with Multi-Step Reinforcement Learning for Image Processing AAAI 2019
Bootstrap Estimated Uncertainty of the Environment Model for Model-Based Reinforcement Learning AAAI 2019
Learning to Communicate and Solve Visual Blocks-World Tasks AAAI 2019
A Topic-Aware Reinforced Model for Weakly Supervised Stance Detection AAAI 2019
Learning Resource Allocation and Pricing for Cloud Profit Maximization AAAI 2019
Memory Bounded Open-Loop Planning in Large POMDPs Using Thompson Sampling AAAI 2019
Rethinking the Discount Factor in Reinforcement Learning: A Decision Theoretic Approach AAAI 2019
No-Reference Image Quality Assessment with Reinforcement Recursive List-Wise Ranking AAAI 2019
Read, Watch, and Move: Reinforcement Learning for Temporally Grounding Natural Language Descriptions in Videos AAAI 2019
Learning Generalized Temporal Abstractions across Both Action and Perception AAAI 2019
Towards Sequence-to-Sequence Reinforcement Learning for Constraint Solving with Constraint-Based Local Search AAAI 2019
Learning Representations in Model-Free Hierarchical Reinforcement Learning AAAI 2019
Strategic Tasks for Explainable Reinforcement Learning AAAI 2019
Frontier Search and Plan Reconstruction in Oversubscription Planning AAAI 2019
Attention Guided Imitation Learning and Reinforcement Learning AAAI 2019
Verifiable and Interpretable Reinforcement Learning through Program Synthesis AAAI 2019
Hierarchically Structured Reinforcement Learning for Topically Coherent Visual Story Generation AAAI 2019
Machine Teaching for Inverse Reinforcement Learning: Algorithms and Applications AAAI 2019