Sim2Real studies how robot policies trained or tested in simulation transfer to physical robots.
Focus on domain randomization, system identification, real-world evaluation and hardware constraints.
A robotics research paper on Efficient Domain-Adaptive Policy Learning via Kernel Representation with Application to Quadrotor Control under Non-Stationary Disturbances.
Engineering 5.0 · Research 7.0 · Business 4.0
A robotics research paper on Redesigning Regularization for Effective Policy Smoothing.
Engineering 5.0 · Research 7.0 · Business 4.0
A robotics research paper on Mana: Dexterous Manipulation of Articulated Tools.
Engineering 5.0 · Research 7.0 · Business 4.0
A robotics research paper on Learning Object Manipulation from Scratch via Contrastive Interaction.
Engineering 5.0 · Research 7.0 · Business 4.0
A robotics research paper on Blind Dexterous Grasping via Real2Sim2Real Tactile Policy Learning.
Engineering 5.0 · Research 7.0 · Business 4.0
A robotics research paper on KinematicRL: A Sim-to-Real Reinforcement Learning Framework For Social Navigation With Kinodynamic Feasibility.
Engineering 5.0 · Research 7.0 · Business 4.0
A robotics research paper on Sparse2Act: Learning Action-Aligned Sparse 3D Representations for Cross-Domain Robot Manipulation.
Engineering 5.0 · Research 7.0 · Business 4.0
A robotics research paper on Ambient Diffusion Policy: Imitation Learning from Suboptimal Data in Robotics.
Engineering 5.0 · Research 7.0 · Business 4.0
A robotics research paper on Bridging the sim2real gap in the table tennis robot with a transformer-based ball states predictor.
Engineering 5.0 · Research 7.0 · Business 4.0
A robotics research paper on Autonomous Obstacle Removal for Excavators through Policy Learning with Particle Simulation.
Engineering 5.0 · Research 7.0 · Business 4.0
A robotics research paper on ReCoVLA: VLM-Guided Reward Compilation for Failure Recovery in Vision-Language-Action Policies.
Engineering 5.0 · Research 7.0 · Business 4.0
A robotics research paper on Video2Sim2Real: Full-Stack Autonomous Dexterous Skill Acquisition from a Single Human Video.
Engineering 5.0 · Research 7.0 · Business 4.0
A robotics research paper on HARBOR: A Harness Framework for Agentic Robot Reinforcement Learning.
Engineering 5.0 · Research 7.0 · Business 4.0
A robotics research paper on G2G: Exploiting Intra-Group Geometry for Inter-Group Pose Estimation.
Engineering 5.0 · Research 7.0 · Business 4.0
A robotics research paper on QuadVerse: An Integrated Framework Aligning Visual-Physical Reality for Quadruped Simulation.
Engineering 5.0 · Research 7.0 · Business 4.0
A robotics research paper on Simulation-Driven Imitation Learning for Biosignals-Free Shared-Autonomy Prosthetic Grasping.
Engineering 5.0 · Research 7.0 · Business 4.0
A robotics research paper on Towards Realistic 3D Sonar Simulation.
Engineering 5.0 · Research 7.0 · Business 4.0
A robotics research paper on LadderMan: Learning Humanoid Perceptive Ladder Climbing.
Engineering 5.0 · Research 7.0 · Business 4.0
A robotics research paper on TAM: Torque Adaptation Module for Robust Motion Transfer in Manipulation.
Engineering 5.0 · Research 7.0 · Business 4.0
A robotics research paper on WAM-Nav: Asymmetric Latent World-Action Modeling for Unified Visual Navigation.
Engineering 5.0 · Research 7.0 · Business 4.0