GenerativeDynamics

๐Ÿ—บ๏ธ Roadmap

Checked items are available in V1. Unchecked items are planned work; current robot and device support is listed in compatibility.

Available

  • Policy learning, learned diffusion and reusable priors
  • JAX planning and composable constraints
  • Six task families and planner baselines
  • Configured experiments, metrics, traces and replay

Next

  • MGA CUDA qualification and humanoid walking/push
  • Torch planner parity and device-resident array transfers
  • Rust/C++ control and I/O components
  • Panda/xArm7 deployment controllers and ros2_control actions
  • Async planning/control, command expiry and fault recovery
  • Reproducible hardware latency, reliability and task-quality benchmarks

Explore

  • MuJoCo Warp rollout integration
  • Action-chunk/VLA proposals through OpenPI and LeRobot adapters
  • Live perception, timestamped geometry and dynamic scenes

Backend acceptance gates ยท Benchmark contract

Integration references
Based on the framework documentation ยท docs/reference/roadmap.md ยท main ยท View source