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ICCP

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)