emergence-of-natural-language
To do experiments on using multi-agent system to simulate the emergence of natural language
Requirements
- training-monitor (To visualize the training process)
First Experiment
It's a simplified version of the ICLR2017 paper.
Second Experiment
Reference
- On Wittgenstein's Concept of a Language Game
- Multi-Agent Cooperation and the Emergence of (Natural) Language
- Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments
- Emergence of Grounded Compositional Language in Multi-Agent Populations
- A Game-Theoretic Approach to Generating Spatial Descriptions
- Emergence of Gricean Maxims from Multi-Agent Decision Theory
- Listen, Attend, and Walk: Neural Mapping of Navigational Instructions to Action Sequences