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Taxi-v4 Q-Learning Agent
This repository contains a Q-learning agent trained on Taxi-v4 using Gymnasium.
Algorithm
Q-Learning
Environment
Taxi-v4
Hyperparameters
- Episodes: 25000
- Learning Rate: 0.7
- Gamma: 0.95
- Epsilon Decay: 0.005
Files
- taxi_qtable.npy → trained Q-table
- taxi_agent.gif → trained gameplay visualization
Features
- Epsilon-greedy exploration
- Q-learning updates
- GIF rendering
- Evaluation loop
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