Our world is full of uncertainties. Dealing with unpredictable environment is a fundamental challenge for intelligent decision-making systems. AI is setting new standards of automated decision-making in games, fintech and logistic network.
Probabilistic Modeling for
Environment with uncertainties
Strategy of other players in the games
Strategy Synthesis
Generate synthetic optimal strategy
Estimate the expected reward/cost of optimal strategy
Strategy Optimisation by Simulation
Repeat creation and recognition to generate synthetic data
Train neural networks on synthetic data to keep improving optimal strategy
