Artificial Intelligence, Finance, Reinforcement Learning, Data Science, Innovation.
import numpy as np class QLearningAgent: def __init__(self, n_actions, state_dim, learning_rate=0.01, discount_factor=0.99, exploration_rate=1.0, max_exploration_rate=1.0, min_exploration_rate=0.01, exploration_decay_rate=0.001): self.n_actions = n_actions self.state_dim = state_dim