Deep statistical model checking
Neural networks (NN) are taking over ever more decisions thus far taken by humans, even
though verifiable system-level guarantees are far out of reach. Neither is the verification …
though verifiable system-level guarantees are far out of reach. Neither is the verification …
Analyzing neural network behavior through deep statistical model checking
Neural networks (NN) are taking over ever more decisions thus far taken by humans, even
though verifiable system-level guarantees are far out of reach. Neither is the verification …
though verifiable system-level guarantees are far out of reach. Neither is the verification …
[PDF][PDF] Tracking the race: Analyzing racetrack agents trained with imitation learning and deep reinforcement learning
TP Gros - Master's thesis, 2021 - academia.edu
Tracking the Race: Analyzing Racetrack Agents Trained with Imitation Learning and Deep
Reinforcement Learning Page 1 Saarland University Master’s Thesis Tracking the Race …
Reinforcement Learning Page 1 Saarland University Master’s Thesis Tracking the Race …
Tracking the Race Between Deep Reinforcement Learning and Imitation Learning--Extended Version
Learning-based approaches for solving large sequential decision making problems have
become popular in recent years. The resulting agents perform differently and their …
become popular in recent years. The resulting agents perform differently and their …
[PDF][PDF] Details of the Racetrack Jani Model appearing in “Deep Statistical Model Checking”
For reference, this compendium provides details regarding Racetrack and our Jani models
appearing in [1]. The model, along with all other infrastructure as well as our modification of …
appearing in [1]. The model, along with all other infrastructure as well as our modification of …