3 papers
cs.AI2025
Improving Cooperation in Collaborative Embodied AI
Hima Jacob Leven Suprabha, Laxmi Nag Laxminarayan Nagesh, Ajith Nair +10
The integration of Large Language Models (LLMs) into multiagent systems has opened new possibilities for collaborative reasoning and cooperation with AI agents. This paper explores…
cs.CL2025
Playpen: An Environment for Exploring Learning Through Conversational Interaction
Nicola Horst, Davide Mazzaccara, Antonia Schmidt +13
Interaction between learner and feedback-giver has come into focus recently for post-training of Large Language Models (LLMs), through the use of reward models that judge the appro…
cs.CL2025
Triangulating LLM Progress through Benchmarks, Games, and Cognitive Tests
Filippo Momentè, Alessandro Suglia, Mario Giulianelli +6
We examine three evaluation paradigms: standard benchmarks (e.g., MMLU and BBH), interactive games (e.g., Signalling Games or Taboo), and cognitive tests (e.g., for working memory…