A tiny Q-learning update function for RL beginners.
Project description
simpleqlearn
A minimal, well-documented Q-learning table update function.
Install
pip install simpleqlearn
from simpleqlearn import q_update
Q = {}
Q = q_update(Q, state="s1", action="a1", reward=1.0, next_state="s2")
print(Q) # {'s1': {'a1': 0.1}} for default alpha=0.1, gamma=0.99
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