bargaining
llm-bargaining-transcripts
LLM Bargaining Transcripts
240 complete two-agent bargaining games between large language models, played
under an alternating-offers protocol with private valuations, discounting, and
cheap talk. Every game records both agents' true valuations, their
private reasoning, what they claimed about their own position, and what
they actually did.
The dataset is designed to make misrepresentation measurable. Because the true
valuation and the claimed valuation are both recorded on every… See the full description on the dataset page: https://huggingface.co/datasets/CarlosGI/llm-bargaining-transcripts.price_bargaining_resultllm-bargaining-scenarios
LLM Bargaining Scenarios
Commodity-bargaining scenarios used in the paper Used Car Salesbots? Honesty and Credulity of
LLMs as Bargaining Agents under Partial Information
(Miceli-Barone, Belle, Cohen; 2026). Each scenario describes an item, a buyer persona, a seller
persona, and the reservation-price ranges from which the two agents' private reservation prices
are sampled per trial.
Files
Two views of the same 4561 scenarios are provided:
scenarios.jsonl (the… See the full description on the dataset page: https://huggingface.co/datasets/AnvaMiba/llm-bargaining-scenarios.2026.IM.Zero-Shot-Acausal-Bargaining
Zero-shot acausal bargaining transcripts
This public dataset contains complete role prompts, structured answers, summarized adaptive-thinking text, arbitrary action-code maps, payoff tables, token usage, errors, and pair-level analyses from an experiment on complementary bargaining without communication. North and South had conflicting utilities and normally had disjoint action strings; a deal occurred only when their independently selected strings decoded to the same… See the full description on the dataset page: https://huggingface.co/datasets/siddharthmb/2026.IM.Zero-Shot-Acausal-Bargaining.africa-ilo-ilr-cbct-noc-rt-collective-bargaining-coverage-rate
Collective bargaining coverage rate (%) | Africa (ILOSTAT) | Africa (Electric Sheep Africa metadata inventory)
Size category: n<1K - Formats: parquet - Sector: economics_finance - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.
What This Dataset… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-ilo-ilr-cbct-noc-rt-collective-bargaining-coverage-rate.bargaining_conversational_dataset.csv