Generation and training of customized agents

An agent deployment system comprising:

• a controller including one or more processors configured to execute program instructions stored in a memory medium causing the one or more processors to:
• prompt a user to define a feature space for an agent to operate as a character in an environment, wherein the feature space includes an observation space available to the agent in the environment and an action space available to the agent in the environment;
• construct the agent based on the feature space, wherein the agent is suitable for operating as the character in the environment by receiving observations from the observation space and performing actions from the action space;
• iteratively refine the agent by operating the agent in the environment with human interaction;
• and
• deploy the agent in the environment.