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cs.GT2023
Partially Observable Stochastic Games with Neural Perception Mechanisms
Rui Yan, Gabriel Santos, Gethin Norman +2
Stochastic games are a well established model for multi-agent sequential decision making under uncertainty. In practical applications, though, agents often have only partial observ…
eess.SY2023
Point-Based Value Iteration for POMDPs with Neural Perception Mechanisms
Rui Yan, Gabriel Santos, Gethin Norman +2
The increasing trend to integrate neural networks and conventional software components in safety-critical settings calls for methodologies for their formal modelling, verification…