This is the Linux app named Diplomacy Cicero whose latest release can be downloaded as diplomacy_cicerosourcecode.tar.gz. It can be run online in the free hosting provider OnWorks for workstations.
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기술
diplomacy_cicero contains the full training code, configurations, and model checkpoints for Cicero, Facebook AI Research’s (FAIR) groundbreaking agent that achieved human-level performance in the game of Diplomacy by combining large language models with advanced strategic reasoning. Described in the Science (2022) paper “Human-Level Play in the Game of Diplomacy by Combining Language Models with Strategic Reasoning,” Cicero represents one of the first AI systems to successfully integrate natural language negotiation and multi-agent planning. The repository also includes code for Diplodocus, the no-dialogue variant described in the ICLR 2023 paper, Mastering the Game of No-Press Diplomacy via Human-Regularized Reinforcement Learning and Planning.
The codebase integrates components for both reinforcement learning and language modeling, leveraging the ParlAI framework for dialogue modeling and a custom RL framework for planning and exploitation.
기능
- Implements Cicero, the first AI to achieve human-level Diplomacy play with strategic dialogue
- Combines large language modeling with deep reinforcement learning and planning
- Includes code for both full-press (dialogue) and no-press (non-dialogue) Diplomacy agents
- Uses ParlAI for language understanding and generation and custom RL for game strategy
- Provides tools for simulating games, benchmarking, and visualizing game progress
- Includes extensive configs, pre-trained models, and modular test frameworks
프로그래밍 언어
C++, 파이썬, 유닉스 셸
카테고리
This is an application that can also be fetched from https://sourceforge.net/projects/diplomacy-cicero.mirror/. It has been hosted in OnWorks in order to be run online in an easiest way from one of our free Operative Systems.
