visual control

COVR: Collaborative Optimization of VLMs and RL Agent for Visual-Based Control AAAI 2026 Lyapunov Perception Contracts for Operating Design Domains L4DC 2025 VersaGen: Unleashing Versatile Visual Control for Text-to-Image Synthesis AAAI 2025 AD3: Implicit Action is the Key for World Models to Distinguish the Diverse Visual Distractors ICML 2024 DMC-VB: A Benchmark for Representation Learning for Control with Visual Distractors NeurIPS 2024 SMuCo: Reinforcement Learning for Visual Control via Sequential Multi-view Total Correlation UAI 2024 Mastering the Unsupervised Reinforcement Learning Benchmark from Pixels ICML 2023 Pre-training Contextualized World Models with In-the-wild Videos for Reinforcement Learning NeurIPS 2023 CtrlFormer: Learning Transferable State Representation for Visual Control via Transformer ICML 2022 Deep Hierarchical Planning from Pixels NeurIPS 2022 Iso-Dream: Isolating and Leveraging Noncontrollable Visual Dynamics in World Models NeurIPS 2022 Latent Planning via Expansive Tree Search NeurIPS 2022 Look where you look! Saliency-guided Q-networks for generalization in visual Reinforcement Learning NeurIPS 2022 Masked World Models for Visual Control CoRL 2022 Self-Predictive Dynamics for Generalization of Vision-based Reinforcement Learning IJCAI 2022 Self-supervised representations for multi-view reinforcement learning UAI 2022 SimSR: Simple Distance-Based State Representations for Deep Reinforcement Learning AAAI 2022 The Unsurprising Effectiveness of Pre-Trained Vision Models for Control ICML 2022 Causal Navigation by Continuous-time Neural Networks NeurIPS 2021 Learning Task Informed Abstractions ICML 2021 Model-Based Reinforcement Learning via Latent-Space Collocation ICML 2021 Bridging Imagination and Reality for Model-Based Deep Reinforcement Learning NeurIPS 2020 Dream to Control: Learning Behaviors by Latent Imagination ICLR 2020