Overview · overview
Research goals
The questions the platform exists to answer: tactical learning transfer, shot-selection search, and reproducible robot-assisted training studies.
- Subsystem:
- Research
- Version:
- 2026.1
- Updated:
- 2026-08-20
- Tags:
- research, goals, methodology
Primary questions
- Does training against a tactically aware machine improve match decision making faster than fixed-pattern feeding?
- Can large-scale stochastic self-play discover shot-selection policies that are legible and coachable?
- What is the minimum sensing needed to place a ball meaningfully relative to a moving player?
Success criteria
| Criterion | Target | Status |
|---|---|---|
| Placement error | < 0.75 m at baseline depth | In testing |
| Pattern library | 25 coach-authored patterns | Drafting |
| Reproduced builds | 3 independent prototypes | Not started |