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Papers
State Revisit and Re-explore: Bridging Sim-to-Real Gaps in Offline-and-Online Reinforcement Learning with An Imperfect Simulator
IJCAI 2025
Vid2Sim: Realistic and Interactive Simulation from Video for Urban Navigation
CVPR 2025
ViTaSCOPE: Visuo-tactile Implicit Representation for In-hand Pose and Extrinsic Contact Estimation
RSS 2025
Zero-shot Sim-to-Real Transfer for Reinforcement Learning-based Visual Servoing of Soft Continuum Arms
L4DC 2025
A Comprehensive Survey of Cross-Domain Policy Transfer for Embodied Agents
IJCAI 2024
Adapting Humanoid Locomotion over Challenging Terrain via Two-Phase Training
CoRL 2024
Advancing Humanoid Locomotion: Mastering Challenging Terrains with Denoising World Model Learning
RSS 2024
A learning-based framework to adapt legged robots on-the-fly to unexpected disturbances
L4DC 2024
A Retrospective on the Robot Air Hockey Challenge: Benchmarking Robust, Reliable, and Safe Learning Techniques for Real-world Robotics
NeurIPS 2024
ASID: Active Exploration for System Identification in Robotic Manipulation
ICLR 2024
Automated Creation of Digital Cousins for Robust Policy Learning
CoRL 2024
AutoMate: Specialist and Generalist Assembly Policies over Diverse Geometries
RSS 2024
CyberDemo: Augmenting Simulated Human Demonstration for Real-World Dexterous Manipulation
CVPR 2024
DexGraspNet 2.0: Learning Generative Dexterous Grasping in Large-scale Synthetic Cluttered Scenes
CoRL 2024
DIFFTACTILE: A Physics-based Differentiable Tactile Simulator for Contact-rich Robotic Manipulation
ICLR 2024
Domain Randomization via Entropy Maximization
ICLR 2024
DrEureka: Language Model Guided Sim-To-Real Transfer
RSS 2024
EASI: Evolutionary Adversarial Simulator Identification for Sim-to-Real Transfer
NeurIPS 2024
GarmentLab: A Unified Simulation and Benchmark for Garment Manipulation
NeurIPS 2024
Gaussian Splatting to Real World Flight Navigation Transfer with Liquid Networks
CoRL 2024
GenSim: Generating Robotic Simulation Tasks via Large Language Models
ICLR 2024
Get a Grip: Multi-Finger Grasp Evaluation at Scale Enables Robust Sim-to-Real Transfer
CoRL 2024
Learning and deploying robust locomotion policies with minimal dynamics randomization
L4DC 2024
Learning to Navigate Efficiently and Precisely in Real Environments
CVPR 2024
Learning Visuotactile Estimation and Control for Non-prehensile Manipulation under Occlusions
CoRL 2024