jacobandreas / psketch Goto Github PK
View Code? Open in Web Editor NEWModular multitask reinforcement learning with policy sketches
Home Page: https://arxiv.org/abs/1611.01796
License: Apache License 2.0
Modular multitask reinforcement learning with policy sketches
Home Page: https://arxiv.org/abs/1611.01796
License: Apache License 2.0
May I ask what algorithm did you use when you train the joint policy and independent policies? ('Joint' and 'Indep' in Figure 4 in your paper) Moreover, what algorithms are implemented in models 'attentive.py' and 'reflex.py'?
Hi,
Sorry i cannot find any cliff enironment in experiments repo as stated in your paper. Can you tell me how to run those cliff experiments?
Regards
May I ask Are the positions of subgoals fixed in all experiment environments, at multitask and zero-shot settings?
At first after reading the paper only, I thought that subpolicy pi is only given s_i (state), so the model can't treat variable subgoal position environments. I read the code and guess the positions are fixed in the code too.
Sorry for my question at this late time(2021).
Thank you in advance :)
Hi Jacob,
I recently started to follow your works.
I just run main.py but it says "No module named reflex". Last time i checked, there is a reflex.py in folder models.
Or could you please show me how to execute the whole program to get the craft experiment result?
Thx
hi Jacob,
i was running your experiment light_modular and i found my gpu-utli(nividia-smi) is always zero. Does the same situation happen to you? Or is it true that your algorithm doesn't have gpu part(just cpu)? sorry this question may sound a little bit stupid.
Hi,
Do you have a pytorch version for this method?
best regards
May I ask which part of the source code shows the results of adaptation (learn the form of a suitable sketch) and zero-shot? All I see is just the training process.
Thanks for the response!
I'd like to see the agent acting in the crafting world(in a GUI way), how to make it? Thanks.
I've tried different versions of Python and Tensorflow but always get this error:
File "/usr/local/lib/python2.7/site-packages/tensorflow_core/init.py", line 40, in
from tensorflow.python.tools import module_util as _module_util
ImportError: No module named tools
What versions am I supposed to use?
Hi, I tried to run your code on my laptop and it works fine. The problem is that I cannot reproduce the result on light-joint-feat-plan task. I changed the experiment name to "test" in comfig.yaml ran the main.py directly. The final result is around 0.3. Are there any parameters that I need to change in order to reproduce the result?
A declarative, efficient, and flexible JavaScript library for building user interfaces.
๐ Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. ๐๐๐
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google โค๏ธ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.