Reinforcement Learning
![A Reliable Contextual Bandit Algorithm: LinUCB](/assets/images/posts/linUCB/thumbnail.png)
A Reliable Contextual Bandit Algorithm: LinUCB
Posted: August 06, 2024
In this post, we learn about contextual bandits and the reliable linUCB algorithm.
![Contextual Bandits as Supervised Learning](/assets/images/posts/contextual_bandits/policy_data_SLed.png)
Contextual Bandits as Supervised Learning
Posted: June 28, 2024
This posts explains contextual bandits as a generalization of supervised learning.
![Reinforcement Learning at Lyft](/assets/images/posts/reinforcement_learning_at_lyft/driver_value.png)
Reinforcement Learning at Lyft
Posted: January 04, 2024
A few comments on the Reinforcement Learning work done by my colleagues at Lyft