decision-making-under-uncertainty

chauvinSimon/My_Bibliography_for_Research_on_Autonomous_Driving

Personal notes about scientific and research works on "Decision-Making for Autonomous Driving"

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/SHARP

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

SafeRoboticsLab/Dual_Control_HRI

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

Lingkai-Kong/so-ebm

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

sisl/action_suggestions

A method of collaborative decision making using action suggestions by using the agent's policy to estimate the distribution over suggestions and treating a suggested action as an observation of the environment to update the agent's belief.

edxu96/RobustOptim

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

OpenSourceEconomics/robupy

open-source package for robust optimization

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.

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"

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

Networks-Learning/counterfactual-continuous-mdp

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

AECP-ETHZ/FARMIND

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

Networks-Learning/human-aligned-calibration

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

Networks-Learning/within-group-monotonicity

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

SafeRoboticsLab/Deception_Game

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

imshakib/Risk_Interactions_Flood

Coding hypothetical graphs to show how accounting for climate change and uncertainty in flood hazard and levee effect in flood exposure would impact flood risk pdfs and expected values.

LAVA-LAB/lava-lab.github.io

toohuman/kilobees

Kilobot implementation of distributed consensus algorithms based partially on time-modulation for site-quality dissemination similar to honeybees.

0x65-e/Stats-115

Homework Code for UCLA STATS 115 (Probabilistic Decision Making) Fall 22 Offering

anselmeamekoe/Reinforcement-learning-MVA

basic-go-ahead/decision-making-theory

Decision Making Theory course in MAI

klsea/boundSkew1

klsea/boundSkew2

VincentDerk/Paper-AC-Decisions-Learning

The code used for the paper: Algebraic Circuits for Decision Theoretic Inference and Learning

suraj5424/Q-Learning-for-Blackjack-in-different-environments

This repository implements Q-Learning in Blackjack, comparing it with random action selection and basic strategies. Includes experiments with various strategies, rule variations, and deck numbers to evaluate performance.