yzh119 / language-grounding-experiments

To do experiments on language grounding.

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.

More details

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