conftrace_

visual reinforcement learning

41 papers

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Also known as

VRL VISUAL RL

Co-occurring keywords

sample efficiency (472) representation learning (6206) domain generalization (1522) data augmentation (3052) self-supervised learning (3777) reinforcement learning (4352) deep reinforcement learning (903) state representation (62) policy learning (702) continuous control (246)

Papers

Semore: VLM-guided Enhanced Semantic Motion Representations for Visual Reinforcement Learning AAAI 2026
PQDA:Policy-Aligned Q-Consistency Meets Decoupled Augmentation for Generalizable Visual RL AAAI 2026
GenFlowRL: Shaping Rewards with Generative Object-Centric Flow in Visual Reinforcement Learning ICCV 2025
When Should We Prefer State-to-Visual DAgger over Visual Reinforcement Learning? AAAI 2025
Fourier Guided Adaptive Adversarial Augmentation for Generalization in Visual Reinforcement Learning AAAI 2025
MOOSS: Mask-Enhanced Temporal Contrastive Learning for Smooth State Evolution in Visual Reinforcement Learning WACV 2025
Diffusion Guided Adaptive Augmentation for Generalization in Visual Reinforcement Learning ICCV 2025
One Encoder to Rule them All: Representation Learning for Model-free Visual Reinforcement Learning using Fourier Neural Operators ICCV 2025
Visual Reinforcement Learning with Residual Action AAAI 2025
VLMs-Guided Representation Distillation for Efficient Vision-Based Reinforcement Learning CVPR 2025
Self-Consistent Model-based Adaptation for Visual Reinforcement Learning IJCAI 2025
A Simple Framework for Generalization in Visual RL under Dynamic Scene Perturbations NIPS 2024
Focus-Then-Decide: Segmentation-Assisted Reinforcement Learning AAAI 2024
Self-Training Large Language Models for Improved Visual Program Synthesis With Visual Reinforcement CVPR 2024
DMR: Decomposed Multi-Modality Representations for Frames and Events Fusion in Visual Reinforcement Learning CVPR 2024
What Effects the Generalization in Visual Reinforcement Learning: Policy Consistency with Truncated Return Prediction AAAI 2024
Seek Commonality but Preserve Differences: Dissected Dynamics Modeling for Multi-modal Visual RL NIPS 2024
How to Learn Domain-Invariant Representations for Visual Reinforcement Learning: An Information-Theoretical Perspective IJCAI 2024
Making Offline RL Online: Collaborative World Models for Offline Visual Reinforcement Learning NIPS 2024
Generalizing Consistency Policy to Visual RL with Prioritized Proximal Experience Regularization NIPS 2024
Focus On What Matters: Separated Models For Visual-Based RL Generalization NIPS 2024
MoVie: Visual Model-Based Policy Adaptation for View Generalization NIPS 2023
Learning Generalizable Agents via Saliency-guided Features Decorrelation NIPS 2023
Hierarchical Adaptive Value Estimation for Multi-modal Visual Reinforcement Learning NIPS 2023
$\texttt{TACO}$: Temporal Latent Action-Driven Contrastive Loss for Visual Reinforcement Learning NIPS 2023