🤖 General Trajectory - A Foundation Model for Humanoid Robots
Reward-guided imitation learning for dexterous manipulation
Details
- External ID
- 96524
- Source
- YC
- Company
- General Trajectory
- Product
- 🤖 General Trajectory - A Foundation Model for Humanoid Robots
- Website domain
- generaltrajectory.com
- Launched
- Jan. 5, 2026
- Cohort
- Winter 2025
- Upvotes
- 15
- Upvotes percentile
- 0.3333333333333333
- Tags
- Robotics, AI
- Fetched at
- Sept. 30, 2026, 5 p.m.
- Updated at
- Sept. 30, 2026, 5 p.m.
Enrichment
- Theme
- embodied AI and robotics platforms
- Vertical
- Horizontal
- Function
- Hardware & robotics
- Audience
- B2B
- AI stance
- AI-native
- Project type
- Commercial product
- Normalized one-liner
- foundation model for humanoid robot control
- Manually corrected
- False
Could you build this?
No Training foundation models for humanoid robotic manipulation using reward-guided imitation learning demands advanced robotics physics simulation and physical hardware testing.
What it would actually take: Requires specialized robotics and reinforcement learning scientists using Isaac Sim or MuJoCo for massive parallel physics simulations, combined with teleoperation datasets collected on physical humanoid hardware. The stack involves low-level ROS2 motor control interfaces, spatial foundation models (such as ACT or diffusion policy), and custom hardware-in-the-loop validation benches.
Competitors
Other products that read as similar to this one — 985 launches clear the similarity bar, closest 8 shown.
Attention rank: #575 of 986 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).
Launched 68 days after the earliest competitor.
- Demo2Skill · github · 2026-09-17 · 9 upvotes · similarity 0.69
- OMEGA-0 · github · 2026-09-29 · 42 upvotes · similarity 0.68
- Motus2 · github · 2026-09-11 · 35 upvotes · similarity 0.68
- Wuji-Learning-Dexterous-Manipulation-from-Human-Demonstrations · github · 2026-09-17 · 10 upvotes · similarity 0.65
- HINT · github · 2026-09-18 · 26 upvotes · similarity 0.65
- JevHarness · github · 2026-09-21 · 251 upvotes · similarity 0.62
- ULTRA · github · 2026-09-25 · 23 upvotes · similarity 0.58
- Origami Robotics: Make AI to Learn Physical Skills Easier than Ever · yc · 2026-03-05 · 17 upvotes · similarity 0.57
Other launches for this product
- No other launches for this product.
Same idea, different domain
Nobody's really built a hardware & robotics tool for Fintech yet.