reinforcment learning on Tom Roth

reinforcment learning on Tom Rothhttps://tomroth.dev/tags/reinforcment-learning/Recent content in reinforcment learning on Tom RothHugo -- gohugo.ioenMon, 08 Oct 2018 00:00:00 +0000Sarsa, expected sarsa and Q-learning on the OpenAI taxi environmenthttps://tomroth.dev/sarsa-qlearning/Mon, 08 Oct 2018 00:00:00 +0000https://tomroth.dev/sarsa-qlearning/In this post, we’ll see how three commonly-used reinforcement algorithms - sarsa, expected sarsa and q-learning - stack up on the OpenAI Gym Taxi (v2) environment. Note: this post assumes that the reader is familiar with basic RL concepts. A good resource for learning these is the textbook by Sutton and Barto (2018), which is freely available online. Sarsa, Expected Sarsa and Q-Learning Link to heading So, what are these algorithms?