Perception under uncertainty
Explore partial observations, occlusion, ambiguity, and changing visibility.
Research direction
AMBIENT PHYSICAL AGENTS
Researching simulation for agents that perceive and act in physical environments.
Sentinium is exploring how persistent worlds, virtual time, embodied context, and sensor conditions can support ambient physical-agent testing. This capability is not currently available in the Sentinium workspace.
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THE PHYSICAL WORLD
A world model for what the device can and cannot observe.
Physical-agent reliability depends on more than the model. A person moves. A room changes. A signal arrives late. A sensor fails quietly. Sentinium makes those conditions controllable, replayable parts of simulation and optimization.
CAPABILITY AREAS
The environment belongs inside the simulation.
Embodied context
Represent people, spaces, objects, and the physical relationships between them.
Environmental conditions
Vary the conditions around a device over time rather than treating context as static.
Sensor dynamics
Study noise, latency, dropout, and imperfect signals as part of the trajectory.
CURRENT STATUS
Software-agent simulation is available now. Physical-agent simulation remains research.
Explore the production platform for long-running software agents, or contact Sentinium if you want to discuss the physical-agent research direction.