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Reinforcement Learning

1,328 papers

Papers per year

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Papers

Can Meta-Interpretive Learning outperform Deep Reinforcement Learning of Evaluable Game strategies? IJCAI 2019
Safe and Sample-Efficient Reinforcement Learning Algorithms for Factored Environments IJCAI 2019
Incorporating Graph Attention Mechanism into Knowledge Graph Reasoning Based on Deep Reinforcement Learning IJCNLP 2019
Learning to Walk Via Deep Reinforcement Learning RSS 2019
Unsupervised Visuomotor Control through Distributional Planning Networks RSS 2019
Harnessing Reinforcement Learning for Neural Motion Planning RSS 2019
Network Offloading Policies for Cloud Robotics: A Learning-Based Approach RSS 2019
End-To-End Robotic Reinforcement Learning without Reward Engineering RSS 2019
Randomized Value Functions via Multiplicative Normalizing Flows UAI 2019
Revisiting Reweighted Wake-Sleep for Models with Stochastic Control Flow UAI 2019
Total stochastic gradient algorithms and applications in reinforcement learning NIPS 2018
Fully Neural Network Based Speech Recognition on Mobile and Embedded Devices NIPS 2018
Temporal Regularization for Markov Decision Process NIPS 2018
Active Matting NIPS 2018
Deep Reinforcement Learning of Marked Temporal Point Processes NIPS 2018
Transfer of Deep Reactive Policies for MDP Planning NIPS 2018
Iterative Value-Aware Model Learning NIPS 2018
Online Robust Policy Learning in the Presence of Unknown Adversaries NIPS 2018
Post: Device Placement with Cross-Entropy Minimization and Proximal Policy Optimization NIPS 2018
Diversity-Driven Exploration Strategy for Deep Reinforcement Learning NIPS 2018
DeepExposure: Learning to Expose Photos with Asynchronously Reinforced Adversarial Learning NIPS 2018
REFUEL: Exploring Sparse Features in Deep Reinforcement Learning for Fast Disease Diagnosis NIPS 2018
Genetic-Gated Networks for Deep Reinforcement Learning NIPS 2018
Graph Convolutional Policy Network for Goal-Directed Molecular Graph Generation NIPS 2018
Hybrid Retrieval-Generation Reinforced Agent for Medical Image Report Generation NIPS 2018