Metadata-Version: 2.1
Name: pytorchrl
Version: 0.0.6
Summary: Disributed RL implementations with ray and pytorch.
Home-page: https://github.com/PyTorchRL/pytorchrl/
Author: 
Author-email: 
License: UNKNOWN
Description: ## PyTorchRL: A PyTorch library for distributed Reinforcement Learning
        
        Deep Reinforcement learning (DRL) has been very successful in recent years but current methods still require vast amounts of data to solve non-trivial environments.  Scaling to solve more complex tasks requires frameworks that are flexible enough to allow prototyping and testing of new ideas, yet avoiding the impractically slow experimental turnaround times associated to single-threaded implementations.  PyTorchRL is a pytorch-based library for DRL that allows to easily assemble RL agents using a set of core reusable and easily extendable sub-modules as building blocks.  To reduce training times, PyTorchRL allows scaling agents with a parameterizable component called Scheme, that permits to define distributed architectures with great flexibility by specifying which operations should be decoupled, which should be parallelized, and how parallel tasks should be synchronized.
        
        ### Installation
        
        ```
            conda create -y -n pytorchrl
            conda activate pytorchrl
        
            conda install pytorch torchvision cudatoolkit=10.0 -c pytorch
            pip install git+git://github.com/openai/baselines.git
        
            pip install pytorchrl
        ```
        
        ### Documentation
        
        PyTorchRL documentation can be found [here](https://pytorchrl.readthedocs.io/en/latest/).
        
        ### Citing PyTorchRL
        
        ```
        @misc{pytorchrl2021,
          author = {Albert Bou and Gianni De Fabritiis},
          title = {PyTorchRL: A PyTorch Library for distributed Reinforcement Learning},
          year = {2020},
          publisher = {GitHub},
          journal = {GitHub repository},
          howpublished = {\url{https://github.com/PyTorchRL/pytorchrl}},
        }
        ```
        
Platform: UNKNOWN
Classifier: Programming Language :: Python :: 3
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: OS Independent
Description-Content-Type: text/markdown
