Kate Rakelly

icon indicating a website link https://katerakelly.github.io/ icon indicating an email [email protected]

icon location Machine Learning Researcher. Interested in AI for conservation and climate change. PhD in ML from UC Berkeley, 2021.

Results 7 comments of Kate Rakelly

Discrete action_space

For discrete action spaces, you can simplify SAC in some ways, since now you can have the soft Q-function output the distribution of Q-values over all actions for a given...

Discrete action_space

They don't implement SAC with discrete actions in garage, you would have to modify it there as well. I just mentioned it in case it might be a better repo...

Discrete action_space

Hi, sorry I think I never saw you reopened it! See this issue for the definitions of these metrics: https://github.com/katerakelly/oyster/issues/27

Typos in simple_replay_buffer.py ?

Yes, this only affects the recurrent encoder option, which is currently broken. See Issue 13

Error when config recurrent encoder

Sorry the "recurrent" option is currently broken. It is on my TODO list to fix.

can you provide the instructions to prepare the datasets?

What do you mean? The Datasets take care of loading and pre-processing the data.

get_data_loader function gets same train samples

What do you mean? These are not the same batches.