Metadata-Version: 2.1
Name: mtenv
Version: 0.1
Summary: MTEnv: Environment interface for mulit-task reinforcement learning
Home-page: https://github.com/facbookresearch/mtenv
Author: Shagun Sodhani, Ludovic Denoyer, Olivier Delalleau
Author-email: sshagunsodhani@gmail.com, denoyer@fb.com, odelalleau@fb.com
License: UNKNOWN
Description: # MTEnv
        
        ## Documentation
        
        ### How to add new environments
        
        There are two workflows:
        
        * The user have a standard gym environment, which they want to convert into a multitask environment. E.g.: `examples/bandit.py` has a `BanditEnv` which is a standard multi-arm bandit, without any explicit notion of task. The user has the following options:
        
            * Write a new subclass, say MTBanditEnv (which subclasses MTEnv) as shown in `examples/mtenv_bandit.py`.
        
            * Use the `MTEnvWrapper` and wrap the existing standard model class. An example is shown in `examples/wrapped_bandit.py`. 
        
        * If the user does not have a standard gym environment to start with, it is recommended that they directly extend the MTEnv class.
        
        ### Running examples
        
        * `pip install -r requirements.txt`
        * Alternatively, feel free to use my conda env: `source activate source /private/home/sodhani/.conda/envs/mtenv/bin/activate /private/home/sodhani/.conda/envs/mtenv` 
        * In the root folder, run `PYTHONPATH=. python examples/<filename>.py`.
        
        ## Pending items
        
        1. [Google Doc](https://docs.google.com/document/d/1H98fJ-gI53kF1x99pt-7Gy_HPAE6q9DeLPeT3kBIThQ/edit) to track some ongoing work.
Platform: UNKNOWN
Classifier: Programming Language :: Python :: 3.6
Classifier: Programming Language :: Python :: 3.7
Classifier: Programming Language :: Python :: 3.8
Classifier: Programming Language :: Python :: 3.9
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: OS Independent
Requires-Python: >=3.6
Description-Content-Type: text/markdown
Provides-Extra: dev
