[D] We're the Meta AI research team behind CICERO, the first AI agent to achieve human-level performance in the game Diplomacy. We’ll be answering your questions on December 8th starting at 10am PT. Ask us anything!

• ParlAI

  18 10,366 5.6 Python

  Discontinued A framework for training and evaluating AI models on a variety of openly available dialogue datasets.

  

There's quite a few open-source Reinforcement Learning challenges that you can explore with modest amounts of compute in order to build some experience training RL models, for example the Nethack Learning Environment, Atari, Minigrid, etc. For me personally, I had only worked in NLP / dialogue for years but got into RL by implementing Random Network Distillation models for NetHack. It's a fun area that definitely has its own unique challenges vs other domains. -AM

• nle

  15 932 3.7 C

  The NetHack Learning Environment

  

There's quite a few open-source Reinforcement Learning challenges that you can explore with modest amounts of compute in order to build some experience training RL models, for example the Nethack Learning Environment, Atari, Minigrid, etc. For me personally, I had only worked in NLP / dialogue for years but got into RL by implementing Random Network Distillation models for NetHack. It's a fun area that definitely has its own unique challenges vs other domains. -AM

• InfluxDB

  www.influxdata.com sponsored

  Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

  

• webDiplomacy

  14 176 2.4 PHP

  Play Diplomacy online

Since this is a research effort, we don't have plans to host CICERO for public availability. However, we have open-sourced both the model files and code, which means you could host CICERO yourself on a private instance of webDiplomacy.net (also open sourced here). More details can be found here.

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