First steps
Introduction
This tutorial serves the purpose of getting a first feel of how ICCP
works and just getting started with how agent, environment, and loggers interact with each other.
In this tutorial:
- We import the relevant packages.
- We instantiate an environment.
- We instantiate an agent.
- Train the agent and log the results.
Code
from environment.DiscreteEnvironment import DiscreteSimpleEnvironment
from agent.DQN_Agent import DQNAgent
env = DiscreteSimpleEnvironment()
agent = DQNAgent(env)
## please put the absolute path to the ICCP project
logging_path = r"{absolute path to ICCP}\logs\simple_simulation"
results_path, summary_df = agent.train(logging_path= logging_path, num_episodes=1)