real2sim-explorer / use_cases.json
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[
{
"name": "Robot Manipulation",
"real": "Robot demonstrations in a real workspace",
"compiled": "Interactive manipulation scene with objects, contacts and actions",
"downstream": "Policy training, world models, task rehearsal"
},
{
"name": "Humanoid Learning",
"real": "Human-scale environments and demonstrations",
"compiled": "Structured scenes with body motion, object interaction and task context",
"downstream": "Embodied learning and humanoid control"
},
{
"name": "Autonomous Driving",
"real": "Multi-sensor driving logs",
"compiled": "Replayable traffic scenes with actors and dynamics",
"downstream": "Scenario testing, prediction and planning"
},
{
"name": "Industrial Automation",
"real": "Factory cells and machine interactions",
"compiled": "Simulation-ready workcells and process states",
"downstream": "Robot planning, safety testing and optimization"
},
{
"name": "Synthetic Edge Cases",
"real": "Rare or expensive real-world events",
"compiled": "Parameterized scenario families",
"downstream": "Stress testing and robust policy training"
},
{
"name": "World Model Training",
"real": "Captured physical trajectories",
"compiled": "Large action-conditioned simulated experience",
"downstream": "Prediction, rollouts and model-based control"
}
]