Emergent Communication in Agents

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Emergent Communication in Agents is a GitHub-hosted research framework that enables multi-agent systems to learn and develop communication protocols via reinforcement learning. Built with PyTorch, it provides implementations of cooperative tasks such as referential games and object identification. Users can configure agent architectures, message channels, vocabulary sizes, and training parameters. It includes evaluation scripts, visualization tools, and modular components for extensible emergent communication experiments.
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Emergent Communication in Agents

Emergent Communication in Agents

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Emergent Communication in Agents
Emergent Communication in Agents is a GitHub-hosted research framework that enables multi-agent systems to learn and develop communication protocols via reinforcement learning. Built with PyTorch, it provides implementations of cooperative tasks such as referential games and object identification. Users can configure agent architectures, message channels, vocabulary sizes, and training parameters. It includes evaluation scripts, visualization tools, and modular components for extensible emergent communication experiments.
Added on:
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Platform:
May 08 2025
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What is Emergent Communication in Agents?

Emergent Communication in Agents is an open-source PyTorch framework designed for researchers exploring how multi-agent systems develop their own communication protocols. The library offers flexible implementations of cooperative reinforcement learning tasks, including referential games, combination games, and object identification challenges. Users define speaker and listener agent architectures, specify message channel properties like vocabulary size and sequence length, and select training strategies such as policy gradients or supervised learning. The framework includes end-to-end scripts for running experiments, analyzing communication efficiency, and visualizing emergent languages. Its modular design allows easy extension with new game environments or custom loss functions. Researchers can reproduce published studies, benchmark new algorithms, and probe compositionality and semantics of emergent agent languages.

Who will use Emergent Communication in Agents?

  • AI researchers
  • Multi-agent RL practitioners
  • Computational linguistics researchers
  • Graduate students
  • Data scientists interested in emergent communication

How to use the Emergent Communication in Agents?

  • Step1: Clone the GitHub repository using git clone https://github.com/Meta-optimization/emergent_communication_in_agents.git
  • Step2: Install dependencies via pip install -r requirements.txt
  • Step3: Configure experiment parameters in the config files (e.g., game type, vocabulary size, training steps)
  • Step4: Run training scripts using python train.py with chosen configuration
  • Step5: Evaluate communication protocols using python evaluate.py to generate metrics
  • Step6: Visualize emergent languages and performance via provided plotting scripts

Platform

  • mac
  • windows
  • linux

Emergent Communication in Agents's Core Features & Benefits

The Core Features

  • Implementations of referential and combination games
  • Configurable speaker-listener agent architectures
  • Customizable message channels (vocabulary, length)
  • Support for policy gradients and supervised learning
  • End-to-end training and evaluation scripts
  • Visualization tools for emergent languages
  • Modular design for adding new environments

The Benefits

  • Allows reproducible research in emergent communication
  • Easy to configure and extend for new experiments
  • Provides benchmarks for multi-agent language emergence
  • Helps analyze compositionality and semantics of protocols
  • Facilitates collaboration between RL and language research

Emergent Communication in Agents's Main Use Cases & Applications

  • Studying language emergence in cooperative games
  • Benchmarking multi-agent RL communication algorithms
  • Teaching emergent communication concepts in academic courses
  • Analyzing compositionality in learned languages
  • Prototyping new agent communication protocols

FAQs of Emergent Communication in Agents

Emergent Communication in Agents Company Information

Emergent Communication in Agents Reviews

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Emergent Communication in Agents's Main Competitors and alternatives?

  • OpenAI Emergent Communication
  • PyMARL
  • PettingZoo
  • Emergent-Language repository

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