In this reading group, Shreyash Kale presents an interesting paper where a multi-agent interaction between two LLMs tries to elicit untoward behavior from one of the models. The paper is called Red Teaming Language Models with Language Models by Perez et al....
In this paper, Jeff Schulman presents a mind expanding paper on how knowledge graphs and agents can help identify structures that suggest fruitful investigation in that topic area. The paper is called Accelerating Scientific Discovery with Generative Knowledge...
In this paper, Sourav Panda covers one of the foundational papers in starting the scientific community’s ability to create agents that play StarCraft. The paper is called StarCraft II: A New Challenge for Reinforcement Learning, by Vinyals et al. Presentation...
In this reading group, Jeff Schulman presents a paper leveraging the active inference framework for XAI purposes, making it an important one to think about for PLAINTEXT affiliates. The paper is called Designing explainable artificial intelligence with active...
In this paper, Sourav Panda covers an interesting work combining reinforcement learning and natural language processing by providing a reward function that incorporates a variety of objectives (e.g., information, non-repetition, etc.). The paper is called Deep...
