The script loads the model in storage/DoorKey or creates it if it doesn't exist, then trains it with the PPO algorithm on the MiniGrid DoorKey environment, and saves it every 10 updates in storage/DoorKey. It s
Finally, according to Alan Turing Institute, “synthetic data is data that has been generated using a purpose-built mathematical model or algorithm, with the aim of solving a (set of) data science task(s)”. This definition underscores the broader aim of SD, which is to address various ...
The first watermark in inserted into the RGB values in a conventional manner by modifying the I value of appropriate pixels so as to combine the watermark Δ values with HSI values. This is indicated by equation 2 in FIG. 4. Next as indicated by equation 3 in FIG. 4, the HSI values ...
If you want to change the training algorithm to SAC, first modify the model_metadata.json file with "training_algorithm" : "sac" and a continuous action space, such as: { "action_space" : { "steering_angle" : { "high" : 30.0, "low" : -30.0 }, "speed" : { "high" : 1.0, ...
Where the mindpool hierarchy is created automatically, the previously described measure of the collaborative input relationship between users can be employed in a standard hierarchical clustering algorithm to produce each group of users or nodes in the mindpool hierarchy. Such standard hierarchical ...
Effect of Modifying the Pitch of the Turbine in a Tube Figure A1 shows the power ratio as a function of both TSR and CT,v1 , as well as CP,Amax as a function of CT,v1 for the turbine inside of a tube at different root pitch angles. As the pitch is increased, the optimum TSR ...