(Not the best player in the world!)
Torch plays catch! Based on Eder Santanas' implementation in keras. Highly recommend reading his informative and easy to follow blog post here.
Agent has to catch the fruit before it falls to the ground. Agent wins if he succeeds to catch the fruit, loses if he fails.
To install torch7 follow the guide here.
Other dependencies can be installed via luarocks:
Optim: numeric optimization package for Torch:
luarocks install optim
Visualization implemented in itorch. Click here for install instructions.
To run, type into terminal:
itorch notebook
And navigate to the TorchPlaysCatch.pynb. Run the kernel (you must've installed the above dependencies).
Eder Santana, Keras plays catch, (2016), GitHub repository, https://gist.github.com/EderSantana/c7222daa328f0e885093