Resources
Pages
- Malmo Installation Instructions
- Deep RL Resources
- Python Examples (Malmo Functionality)
- Video Recording
- List of Malmo commands for send_command: https://github.com/Microsoft/malmo/blob/master/Schemas/MissionHandlers.xsd#L1215 Links to an external site.
Books/Links
- Recommended: Sutton and Barto: Introduction to Reinforcement Learning (2nd Edition), main webpage Links to an external site., free version online Links to an external site..
- David Silver's UCL Course on RL: http://www0.cs.ucl.ac.uk/staff/d.silver/web/Teaching.html Links to an external site.
Software Resources
Minecraft-related
- Malmo Page Links to an external site.
- Malmo Gitter Links to an external site.
- Malmo Github Links to an external site.: The Python Tutorial Links to an external site.
- Malmo API Documentation Links to an external site.
- MARLO 2018 Challenge Links to an external site.
- Minecraft Skin Creator Links to an external site.
Machine Learning
- scikit-learn
- Tensorflow Links to an external site.: for neural networks and deep learning
- Keras
- Torch (and PyTorch)
- Deep Learning Gallery Links to an external site.
Speech and Natural Language Processing
- NLTK Links to an external site.: Python NLP toolkit
- Stanford CoreNLP Links to an external site., online demo Links to an external site.
- spaCy.io Links to an external site.: NLP toolkit
- Gensim Links to an external site.: for learning word embeddings
- Google Speech API Links to an external site.
- pyTTSx Links to an external site.: Python text to speech
- Python SpeechRecognition Links to an external site.
- Alexa Skills Kit Links to an external site.
Computer Vision
- OpenCV