human-ai-teaming 开源项目推荐（32 个）

xavierpuigf /watch_and_help

Code for the paper Watch-And-Help: A Challenge for Social Perception and Human-AI Collaboration

IQTLabs /snowglobe

开放式大型语言模型的战争游戏

jorge-martinez-gil /ci-component

Component for Collaborative Intelligence within the project AIREDGIO5.0

Human-Centric-Machine-Learning /improve-expert-predictions-conformal-prediction

Code for "Improving Expert Predictions with Conformal Prediction" , ICML 2023

matrx-software /matrx

人机-智能体团队快速实验软件

ptrckhmmr /learning-to-defer-with-limited-expert-predictions

Code for "Learning to Defer with Limited Expert Predictions" (AAAI 2023)

ptrckhmmr /human-ai-teams

Code for "Forming Effective Human-AI Teams: Building Machine Learning Models that Complement the Capabilities of Multiple Experts" (IJCAI-ECAI 2022)

gameaischool2021members /change

CHANGE is a Human-AI team collaborative problem solving game environment.

Human-Centric-Machine-Learning /regression-under-assistance

Code and data for "Regression under human assistance", AAAI 2020

braingpt-lovelab /haico

Source code for <Confidence-weighted integration of human and machine judgments for superior decision-making>

Human-Centric-Machine-Learning /differentiable-learning-under-triage

Code and real data for "Differentiable Learning Under Triage", NeurIPS 2021

chasemcd /mug

Multi-User Gymnasium (MUG) is a platform that converts simulation environments into human-AI experiments that run in the browser.

Human-Centric-Machine-Learning /counterfactual-prediction-sets

Code for "Designing Decision Support Systems Using Counterfactual Prediction Sets". ICML 2024.

Human-Centric-Machine-Learning /cfact-inference-second-opinions

Code for "Counterfactual Inference of Second Opinions", UAI 2022

Human-Centric-Machine-Learning /Improve-Screening-via-Calibrated-Subset-Selection

Code for "Improving Screening Processes via Calibrated Subset Selection", ICML 2022

Human-Centric-Machine-Learning /within-group-monotonicity

Code for "On the Within-group Discrimination of Screening Classifiers", ICML 2023

Human-Centric-Machine-Learning /human-aligned-calibration

Code for "Human-Aligned Calibration for AI-Assisted Decision Making", NeurIPS 2023

sagalpreet /ComHAI

Code accompanying AAMAS'23 paper titled "On Subset Selection of Multiple Humans To Improve Human-AI Team Accuracy".

Human-Centric-Machine-Learning /controlling-counterfactual-harm-prediction-sets

Code for "Controlling Counterfactual Harm in Decision Support Systems Based on Prediction Sets", NeurIPS 2024.

missing-piece-lab /instruments

Small, honest tools for measuring a human–AI pair as one working unit: observed state, an agent's voice, cold reviews, open decisions.