Exploring the potential of hybrid intelligence: Unveiling benefits of a machine with human-like memory systems

A machine with human-like memory systems

\”Inspired from the cognitive science theory we explicitly model an agency with both episodic and semantic memory systems and show that it’s better than having only one memory system.\” To demonstrate this, we designed and released a challenging environment compatible with OpenAI Gym called \”the Room\”, where an agent must learn to properly encode, store and retrieve memories in order to maximize its reward. The Room environment is a hybrid intelligence… Read more.

We explicitly model an agent based on the cognitive science theory.

The two memory systems are compared to show how they compare.
Having only one of the memory systems. To demonstrate this, we’ve.
The Room is compatible with our own challenging environment that we designed and released.

OpenAI Gym is a training program that teaches agents how to store and encode data.

Recover memories to maximize the rewards. The room environment is designed to allow for.
Hybrid intelligence setup where humans and machines can work together. We show.

Two agents working together results in better performance.
More than one agent can act alone. Our code and models are available for free.
This https URL is a good example.

Source:
https://arxiv.org/abs/2204.01611