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Deep RL

3861 directly classified papers

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Papers

Cherry-Picking with Reinforcement Learning RSS 2023
Diffusion Policy: Visuomotor Policy Learning via Action Diffusion RSS 2023
SAM-RL: Sensing-Aware Model-Based Reinforcement Learning via Differentiable Physics-Based Simulation and Rendering RSS 2023
Solving Stabilize-Avoid via Epigraph Form Optimal Control using Deep Reinforcement Learning RSS 2023
Bridging Active Exploration and Uncertainty-Aware Deployment Using Probabilistic Ensemble Neural Network Dynamics RSS 2023
Demonstrating Arena-Web: A Web-based Development and Benchmarking Platform for Autonomous Navigation Approaches RSS 2023
Co-optimization of Morphology and Behavior of Modular Robots via Hierarchical Deep Reinforcement Learning RSS 2023
Efficient Reinforcement Learning for Autonomous Driving with Parameterized Skills and Priors RSS 2023
Stabilizing Visual Reinforcement Learning via Asymmetric Interactive Cooperation ICCV 2023
Simoun: Synergizing Interactive Motion-appearance Understanding for Vision-based Reinforcement Learning ICCV 2023
ReGen: A good Generative Zero-Shot Video Classifier Should be Rewarded ICCV 2023
GAIT: Generating Aesthetic Indoor Tours with Deep Reinforcement Learning ICCV 2023
Seeing Beyond the Patch: Scale-Adaptive Semantic Segmentation of High-resolution Remote Sensing Imagery based on Reinforcement Learning ICCV 2023
UniDexGrasp++: Improving Dexterous Grasping Policy Learning via Geometry-Aware Curriculum and Iterative Generalist-Specialist Learning ICCV 2023
Neural Collage Transfer: Artistic Reconstruction via Material Manipulation ICCV 2023
Single Depth-image 3D Reflection Symmetry and Shape Prediction ICCV 2023
StylerDALLE: Language-Guided Style Transfer Using a Vector-Quantized Tokenizer of a Large-Scale Generative Model ICCV 2023
Environment Agnostic Representation for Visual Reinforcement Learning ICCV 2023
ReLeaPS : Reinforcement Learning-based Illumination Planning for Generalized Photometric Stereo ICCV 2023
Ensemble Reinforcement Learning in Continuous Spaces -- A Hierarchical Multi-Step Approach for Policy Training IJCAI 2023
Autonomous Exploration for Navigating in MDPs Using Blackbox RL Algorithms IJCAI 2023
Adaptive Estimation Q-learning with Uncertainty and Familiarity IJCAI 2023
Complex Contagion Influence Maximization: A Reinforcement Learning Approach IJCAI 2023
DenseLight: Efficient Control for Large-scale Traffic Signals with Dense Feedback IJCAI 2023
Adversarial Online Multi-Task Reinforcement Learning ALT 2023