core components of Deep RL that enabled success like AlphaGo: self-play and look-ahead planning.
Self-play is the idea that an agent can improve its gameplay by playing against slightly different versions of itself because it’ll progressively encounter more challenging situations. In the space of LLMs, it is almost certain that the largest portion... See more
These two components might be some of the most important ideas to improve all of AI.
Just thinking about food, sex or dopamine increases the amount as much as the action itself. Once you reach that thing the amount of dopamine goes up even further.
CatBoost has better generalisation capabilities due to fundamentally better and much more clever design. By utilising ideas such as Ordered Target Statistics from online learning, CatBoost considers datasets sequential in time.It then permutes them to reduce potential leakage called Prediction Shift, inherent in the traditional Gradient Boosting... See more
The blood brain barrier around the brain makes sure that some molecules cannot enter the brain to avoid damage to brain tissues, which have very low turnover.
Most commonly, ETL means moving data from some source system (e.g. a production database, Slack API) into an analytical data warehouse (e.g. Snowflake) where the data is easier to combine and analyze. Most data teams use a vendor like Fivetran or an orchestration platform like Airflow to do this.
Modal is a great solution for ETL if you are... See more
rx is a command-line tool that makes it easy to create, use, and share development environments. It integrates with whatever tools you're currently using and gives you a long-running VM in the cloud that is kept in sync with your local machine.