Summary of RDM Workshop hosted by the Air Force

From Robust Decision Making

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Contents 1 Improving RDM Through Network Sparseness: Its not as complex as it seems…, 1.1 Summary of Talk 1.2 Paper Links 2 Near-optimal decision-making in dynamic environments 2.1 Summary of Talk 2.2 Paper Links 3 Learning to Think about the World 3.1 Summary of Talk 3.2 Paper Links 4 Robust Decision Making: Agent-Based Models and Dynamical Systems 4.1 Summary of Talk 4.2 Paper Links 5 Reinforcement Learning and Robust Decision Making: Learning Competence 5.1 Summary of Talk 5.2 Paper Links 6 Modeling in a Cognitive Architecture 6.1 Summary of Talk 6.2 Paper Links 7 Self-regulating Accumulator Models for Robust Decision Making 7.1 Summary of Talk 7.2 Paper Links 8 Drift-Diffusion models for simple decision tasks: Optimality, bias, uncertainty and conflict 8.1 Summary of Talk 8.2 Paper Links 9 Bayesian Models of Human Learning and Inference 9.1 Summary of Talk 9.2 Paper Links 10 Knowing what you know 10.1 Summary of Talk 10.2 Paper Links 11 Mixed Human-Machine Decision Making 11.1 Summary of Talk 11.2 Paper Links 12 Putting the psychology back in psychological methods 12.1 Summary of Talk 12.2 Paper Links 13 Hybrid Control Systems in Robust Decision Making 13.1 Summary of Talk 13.2 Paper Links 14 Necessary Testbed and Tools for Designing and Evaluating Complex Human-machine Decision Making Systems 14.1 Summary of Talk 14.2 Paper Links 15 The Adaptive Decision Maker: A Rational-Ecological Perspective 15.1 Summary of Talk 15.2 Paper Links 16 Locally Bayesian Learning 16.1 Summary of Talk 16.2 Paper Links 17 Investigating human sequential decision making with uncertainty using POMDP’s 17.1 Summary of Talk 17.2 Paper Links 18 Learning and Planning for Robust Decision Making. 18.1 Summary of Talk 18.2 Paper Links 19 Making robust decisions with simple heuristics 19.1 Summary of Talk 19.2 Paper Links