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Reinforcement Learning

1,328 papers

Papers per year

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Papers

DEAR: Deep Reinforcement Learning for Online Advertising Impression in Recommender Systems AAAI 2021
Visual Comfort Aware-Reinforcement Learning for Depth Adjustment of Stereoscopic 3D Images AAAI 2021
Embodied Visual Active Learning for Semantic Segmentation AAAI 2021
SPIN: Structure-Preserving Inner Offset Network for Scene Text Recognition AAAI 2021
Combining Reinforcement Learning and Constraint Programming for Combinatorial Optimization AAAI 2021
A User-Adaptive Layer Selection Framework for Very Deep Sequential Recommender Models AAAI 2021
Reinforced Imitative Graph Representation Learning for Mobile User Profiling: An Adversarial Training Perspective AAAI 2021
A Deep Reinforcement Learning Approach to First-Order Logic Theorem Proving AAAI 2021
Relative Variational Intrinsic Control AAAI 2021
Generalize a Small Pre-trained Model to Arbitrarily Large TSP Instances AAAI 2021
Learning to Reweight Imaginary Transitions for Model-Based Reinforcement Learning AAAI 2021
Variance Penalized On-Policy and Off-Policy Actor-Critic AAAI 2021
Lipschitz Lifelong Reinforcement Learning AAAI 2021
Bayesian Distributional Policy Gradients AAAI 2021
PULNS: Positive-Unlabeled Learning with Effective Negative Sample Selector AAAI 2021
Distributional Reinforcement Learning via Moment Matching AAAI 2021
Uncertainty-Aware Policy Optimization: A Robust, Adaptive Trust Region Approach AAAI 2021
Theoretically Principled Deep RL Acceleration via Nearest Neighbor Function Approximation AAAI 2021
Foresee then Evaluate: Decomposing Value Estimation with Latent Future Prediction AAAI 2021
Self-Supervised Attention-Aware Reinforcement Learning AAAI 2021
Self-correcting Q-learning AAAI 2021
Value-Decomposition Multi-Agent Actor-Critics AAAI 2021
Coordination Between Individual Agents in Multi-Agent Reinforcement Learning AAAI 2021
Multi-Decoder Attention Model with Embedding Glimpse for Solving Vehicle Routing Problems AAAI 2021
Deep Innovation Protection: Confronting the Credit Assignment Problem in Training Heterogeneous Neural Architectures AAAI 2021