decision-making-under-uncertainty 开源项目推荐（44 个）

mossr /BeautifulAlgorithms.jl

Concise and beautiful algorithms written in Julia

chauvinSimon /My_Bibliography_for_Research_on_Autonomous_Driving

关于“自动驾驶决策”相关科学与研究工作的个人笔记。

zhiyuanhubj /UoT

[NeurIPS 2024] Uncertainty of Thoughts: Uncertainty-Aware Planning Enhances Information Seeking in Large Language Models

gamma-opt /DecisionProgramming.jl

DecisionProgramming.jl is a Julia package for solving multi-stage decision problems under uncertainty, modeled using influence diagrams. Internally, it relies on mathematical optimization. Decision models can be embedded within other optimization models.

Weizhe-Chen /PyPolo

A Python library for Robotic Information Gathering

SafeRoboticsLab /Dual_Control_HRI

Implementation of implicit dual control-based active uncertainty learning for human-robot interaction - WAFR 2022 & IJRR 2023

SafeRoboticsLab /SHARP

Implementation of SHARP: Shielding-Aware Robust Planning for Safe and Efficient Human-Robot Interaction - RAL 2022

bartczernicki /decision-intelligence-with-ai

Decision making is one of the most sought after skills by executives. With the advent of Generative AI, decision making can be optimized to unlock the full potential of human judgement.

WaterFutures /water-futures-battle

Part of the Battle of Water Networks competition series | WDSA/CCWI 2026, May 18-21, Paphos, Cyprus. Design & operate water distribution systems under deep uncertainty, featuring staged interventions, AI & policymaking.

Lingkai-Kong /so-ebm

Code for paper: End-to-end Stochastic Optimization with Energy-based Model

scope-lab-vu /ns_gym

A framework for modeling non-stationary Markov decision processes and the key decision making problems in these environments

sisl /action_suggestions

Code supporting the paper Collaborative Decision Making Using Action Suggestions.

alan-turing-institute /causal-cyber-defence

This repository contains glue-code necessary to run dynamic Causal Bayesian optimisation within the Yawning Titan cyber-simulation environment.

jiedxu /RobustOptim

Introductory (adjustable) robust optimization by matrix computation with box uncertainty and budget of uncertainty.

robustzurcher /robupy

open-source package for robust optimization

wesslen /verifi-icwsm-2018

Supplemental materials for Karduni et al. (ICWSM 2018) - "Can You Verifi This? Studying Uncertainty and Decision-Making about Misinformation in Visual Analytics"

Human-Centric-Machine-Learning /counterfactual-continuous-mdp

Code for "Finding Counterfactually Optimal Action Sequences in Continuous State Spaces", NeurIPS 2023.

SafeRoboticsLab /Deception_Game

Synthesizing safe robot policies in joint physical-belief spaces with deep RL! - CoRL 2023

kevinrussellmoy /aa-228-final-project

Final Project for AA 228: Decision-Making under Uncertainty: Decision-Making Towards a Multi-Use Framework for Grid-Scale Energy Storage

AECP-ETHZ /FARMIND

An agent-based model for simulating farmers' decision-making, developed by the AECP Group at ETH Zurich (www.aecp.ethz.ch).