Robotics

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Affordance-Based Hierarchical Reinforcement Learning for Quadruped Pedipulation

馃幃Reinforcement LearningContent type: Academic
arxiv.org

SIMPLE: Simulation-Based Policy Learning and Evaluation for Humanoid Loco-manipulation

馃幃Reinforcement LearningContent type: Academic
arxiv.org

Amortized Nonlinear Model Predictive Control

馃搻Semidefinite ProgrammingContent type: Academic
arxiv.org

Video2Sim2Real: Full-Stack Autonomous Dexterous Skill Acquisition from a Single Human Video

馃敟PyTorchContent type: Academic
arxiv.org

A New Quaternion-Joint Cable-Driven Redundant Manipulator Configuration and its Control Through FABRIK and Residual Reinforcement Learning

馃幃Reinforcement LearningContent type: Academic
arxiv.org

OSCAR: Omni-Embodiment Skeleton-Conditioned World Action Model for Robotics

馃AIContent type: Academic
arxiv.org

D$^3$-MoE:Dual Disentangled Diffusion Mixture-of-Experts for Style-Controllable End-to-End Autonomous Driving

馃寑Riemannian OptimizationContent type: Academic
arxiv.org

Phantom transitions in language model fine-tuning

馃Machine LearningContent type: Academic
arxiv.org

HapTile: A Haptic-Informed Vision-Tactile-Language-Action Dataset for Contact-Rich Imitation Learning

馃搲Loss LandscapesContent type: Academic
arxiv.org

DiffSlack: Learning under Nonlinear Inequality Constraints via Learnable Slack Variables

馃敟PyTorchContent type: Academic
arxiv.org

World-Language-Action Model for Unified World Modeling, Language Reasoning, and Action Synthesis

馃挕AI ReasoningContent type: Academic
arxiv.org

TAM: Torque Adaptation Module for Robust Motion Transfer in Manipulation

馃幃Reinforcement LearningContent type: Academic
arxiv.org

VISTA: Vision-Grounded and Physics-Validated Adaptation of UMI data for VLA Training

馃AIContent type: Academic
arxiv.org

R-APS: Compositional Reasoning and In-Context Meta-Learning for Constrained Design via Reflective Adversarial Pareto Search

馃挕AI ReasoningContent type: Academic
arxiv.org

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