Phoster

Research and Development

Category: Artificial Intelligence

Reinforcement Learning

  1. Introduction
  2. Multi-armed Bandits
  3. Markov Decision Processes
  4. Learning Automata
  5. Dynamic Programming
  6. Monte Carlo Methods
  7. Temporal-difference Learning
  8. Multi-step Bootstrapping
  9. Exploration versus Exploitation
  10. Function Approximation
  11. Policy Optimization
  12. Simulation
  13. Planning
  14. Multi-objective
  15. Multi-agent
  16. Deep Reinforcement Learning

Neuroevolution

  1. Evolutionary Neuroscience
  2. Developmental Neuroscience
  3. Evolutionary Neurogenetics
  4. Developmental Neurogenetics
  5. Behavioral Neurogenetics
  6. Computational Genetics
  7. Computational Neurogenetics
  8. Evolutionary Computation
  9. Computational Neural Development
  10. Neuroevolution

Computational Neuroethology

  1. Instinct
  2. Ethology
  3. Computational Ethology
  4. Neuroethology
  5. Computational Neuroethology

Teaching Artificial Intelligence Systems

  1. Educational Exercises and Activities
  2. Games
  3. Simulation
  4. Social Simulation
  5. Teacher-student Architecture
  6. Interactive Narrative
  7. Simulated Learners

Simulation and Machine Ethics

  1. Mental Simulation and Imagination
  2. Social Cognition and Theory of Mind
  3. Affective Computing
  4. Social Simulation and Interactive Narrative
  5. Machine Ethics

Ethical Decision Support Systems

  1. Moral Psychology
  2. Moral Reasoning
  3. Machine Ethics
  4. Ethical Decision-making
  5. Decision Support

Collective Intelligence

  1. Emergence and Synergy
  2. Swarm Intelligence
  3. Collective Animal Behavior
  4. Collective Intelligence
  5. Distributed Cognition
  6. Group Cognition
  7. Group Creativity
  8. Team Cognition
  9. Organizational Learning
  10. Organizational Intelligence
  11. Multi-agent Systems and Distributed Artificial Intelligence

Crowdsourcing Dialogue Systems

  1. Introduction
  2. Collaborative Authoring
  3. Collaborative Debugging
  4. Natural Language Generation and Understanding
  5. Computer-aided Writing
  6. Wiki Dialogue Systems

Instructional Design, Crowdsourcing and Quality Control

  1. Instructional Design
  2. Diagrams
  3. Crowdsourcing
  4. Quality Control
  5. Conclusion

Narrative Comprehension and Prediction

  1. Comprehension
  2. Mental Models
  3. Situation Models
  4. Mental Simulation
  5. Social Cognition
  6. Schemata
  7. Causality
  8. Prediction
  9. Surprise
  10. Suspense