Sim-to-Real
Closing the reality gap — domain randomization, simulator fidelity, and which policies actually survive the jump to hardware.
Coverage (5 articles)
- Genie 4: Google DeepMind World Model Advances Robot Simulation Training — Google DeepMind released Genie 4 on October 27, 2026. The interactive world model generates photorealistic scenes with native audio, real-time steering, and imp
- Gemini 4 Argon Cuts Apptronik Apollo Cornhole Training to Hours — Google DeepMind's Gemini 4 Argon model analyzed a human cornhole video on October 13, 2026, built a MuJoCo simulation, and trained an Apptronik Apollo 2 humanoi
- Boston Dynamics Atlas GR3 Hand: 13-DOF Specs for Tool Use — Boston Dynamics unveiled the GR3 hand for its electric Atlas humanoid on October 1, 2026. The four-fingered design delivers 13 degrees of freedom with direct ac
- Hugging Face LeRobot GR00T N1.7 Integration and Microduck Biped Launch — Hugging Face updated its LeRobot library in July 2026 to support NVIDIA's GR00T N1.7 VLA model for fine-tuning. In late August, its Pollen Robotics team opened
- SimTac & DexSkin: Biomorphic Tactile Arrays and Hybrid MPC for Sim-to-Real — November 2025 arXiv paper SimTac (Zhang et al., King’s College London/BIT) introduces a physics-based MPM simulator for vision-based biomorphic tactile sensors