- Implement a faster multinomial draw function (Tim Hopper's suggestion)
- Revise hedge implementation to prevent numeric overflow
- Implement all algorithms in Matlab
- Make sure that all algorithms are implemented equivalently in all languages
- Implement an Expert type/class
- Implement Exp4
- Implement Thompson sampling under specific distributional assumptions?