Research

Foundations of Decision Science

1. Administrative Behavior: A Study of Decision-Making Processes in Administrative Organizations
   https://www.goodreads.com/book/show/383348.Administrative_Behavior

2. The Sciences of the Artificial
   https://www.goodreads.com/book/show/722339.The_Sciences_of_the_Artificial

3. Models of Bounded Rationality
   https://www.goodreads.com/book/show/2013217.Models_of_Bounded_Rationality

4. Rational Choice and the Structure of the Environment
   https://www.jstor.org/stable/2237638

5. The Architecture of Complexity
   https://www.jstor.org/stable/1726869

6. Herbert A. Simon – Nobel Prize Biography
   https://www.nobelprize.org/prizes/economic-sciences/1978/simon/biographical/

Causal Inference & Decision Models

1. The Book of Why: The New Science of Cause and Effect
   https://www.goodreads.com/book/show/36204378-the-book-of-why

2. Causal Inference in Statistics: A Primer
   https://web.cs.ucla.edu/~kaoru/primer-complete-2019.pdf

3. Causality: Models, Reasoning, and Inference
   https://bayes.cs.ucla.edu/BOOK-2K/

4. Causes and Explanations: A Structural-Model Approach
   https://arxiv.org/abs/cs/0011012

5. Counterfactual Probabilities and Causal Inference
   https://arxiv.org/abs/1302.6784

6. An Introduction to Causal Inference
   https://pmc.ncbi.nlm.nih.gov/articles/PMC2836213/

Decision Intelligence & Decision Systems

1. Decision Intelligence and the Data-Driven Organization (MIT Sloan)
   https://sloanreview.mit.edu/article/decision-intelligence-and-the-data-driven-organization/

2. The Future of Decision Making (MIT Sloan Research)
   https://sloanreview.mit.edu/projects/the-future-of-decision-making/

3. Decision Intelligence Research Report (Aera Technology)
   https://meet.aeratechnology.com/hubfs/White%20Papers%20and%20Assets/Research%20Report%20-%20Decision%20Intelligence%20-%20FINAL.pdf

4. Probabilistic Graphical Models – Decision Systems (Stanford)
   https://cs228.stanford.edu/

5. Decision Making Under Uncertainty (Stanford AI Lab)
   https://ai.stanford.edu/~nilsson/OnlinePubs-Nils/General%20Essays/decision-making-under-uncertainty.pdf

Decision Intelligence & Risk Simulation

1. Mathematical Decision Intelligence for Risk-Aware Financial Governance
   https://www.researchgate.net/publication/401707871_Mathematical_Decision_Intelligence_for_Risk-Aware_Financial_Governance

2. Enhancing Decision Intelligence Using Hybrid Machine Learning and Expert Judgment
   https://www.mdpi.com/2673-2688/7/2/52

3. A Data-Driven Framework for Project Risk Monitoring Using Decision Intelligence
   https://journals.stecab.com/jmdr/article/view/1171

4. Artificial Intelligence for Risk Analysis
   https://onlinelibrary.wiley.com/doi/10.1111/risa.14307

5. Risk Intelligence: AI-Enhanced Predictive Analytics for Financial Institutions
   https://easychair.org/publications/preprint/nGCd/open

World Models & Simulation Systems

1. World Models – Can Agents Learn an Internal Model of the World?
   https://arxiv.org/abs/1803.10122

2. World Models Project Page
   https://worldmodels.github.io/

3. Dream to Control: Learning Behaviors by Latent Imagination
   https://arxiv.org/abs/1912.01603

4. Mastering Atari with Discrete World Models
   https://arxiv.org/abs/2010.02193

5. Model-Based Reinforcement Learning: A Survey
   https://arxiv.org/abs/2006.16712

6. Learning Latent Dynamics for Planning from Pixels
   https://arxiv.org/abs/1811.04551

Policy Simulation & Strategic Decision Systems

1. Decision Making Under Deep Uncertainty (RAND)
   https://www.rand.org/topics/decision-making-under-deep-uncertainty.html

2. Robust Decision Making (RDM) for Policy Analysis (RAND)
   https://www.rand.org/methods/rdm.html

3. Exploratory Modeling and Analysis for Policy Simulation (RAND)
   https://www.rand.org/pubs/monographs/MG1008.html

4. System Dynamics for Policy Analysis (MIT)
   https://systemdynamics.org/resources/

5. Policy Simulation Using Agent-Based Models
   https://www.sciencedirect.com/science/article/pii/S0377221716306760

6. Simulation-Based Policy Design (OECD)
   https://www.oecd.org/gov/regulatory-policy/simulation-based-policy-design.htm

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