Nowadays, smart agents, whether human or AI, should be able to perceive their environment and anticipate its evolution. For instance, this would imply digital twin capabilities, ability to act (decision-making capability) and to communicate (Human-AI interaction, digital twin: data fusion).We are looking for some AI-based capabilities to help us accelerate our roadmap towards:
Digital twin capability
- Trade-off between realism vs. efficiency (our smart agents work in real-time and with limited computing power)
- Hybridize real and simulated data
- Augment models with new data/information
- Accelerate time to make actionable forecasts
- Aggregate data and information coming from various heterogeneous sources
- Cross-validate between data from the simulator and sensor data
Decision-making capability
- Deal with dynamic problems where each decision has an impact on the next
- High level of complexity and heterogeneity of the decision space
Human-AI interaction
- Visualize in a more photorealistic rendering engine
- New and innovative ways for Humans and AI to communicate
.jpg)
.jpg)
