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Reinforcement Learning

1263 directly classified papers

Papers per year

Papers

Learning Barrier Certificates: Towards Safe Reinforcement Learning with Zero Training-time Violations NIPS 2021
Mastering Atari Games with Limited Data NIPS 2021
Machine versus Human Attention in Deep Reinforcement Learning Tasks NIPS 2021
XDO: A Double Oracle Algorithm for Extensive-Form Games NIPS 2021
The Sensory Neuron as a Transformer: Permutation-Invariant Neural Networks for Reinforcement Learning NIPS 2021
Reinforcement Learning Enhanced Explainer for Graph Neural Networks NIPS 2021
Reinforcement Learning with Latent Flow NIPS 2021
A Minimalist Approach to Offline Reinforcement Learning NIPS 2021
Policy Learning Using Weak Supervision NIPS 2021
Learning Tree Interpretation from Object Representation for Deep Reinforcement Learning NIPS 2021
Functional Regularization for Reinforcement Learning via Learned Fourier Features NIPS 2021
Reinforcement learning for optimization of variational quantum circuit architectures NIPS 2021
Regret Minimization Experience Replay in Off-Policy Reinforcement Learning NIPS 2021
Scalable Online Planning via Reinforcement Learning Fine-Tuning NIPS 2021
Learning Diverse Policies in MOBA Games via Macro-Goals NIPS 2021
Contrastive Reinforcement Learning of Symbolic Reasoning Domains NIPS 2021
Iterative Amortized Policy Optimization NIPS 2021
Decision Transformer: Reinforcement Learning via Sequence Modeling NIPS 2021
ReAgent: Point Cloud Registration Using Imitation and Reinforcement Learning CVPR 2021
Combining Semantic Guidance and Deep Reinforcement Learning for Generating Human Level Paintings CVPR 2021
Unsupervised Learning for Robust Fitting: A Reinforcement Learning Approach CVPR 2021
Learning To Recommend Frame for Interactive Video Object Segmentation in the Wild CVPR 2021
LAU-Net: Latitude Adaptive Upscaling Network for Omnidirectional Image Super-Resolution CVPR 2021
Reinforced Attention for Few-Shot Learning and Beyond CVPR 2021
DEAR: Deep Reinforcement Learning for Online Advertising Impression in Recommender Systems AAAI 2021