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Few Topics are:

• STRIPs planning
  
• Partial-order planning
  
• Situation calculus
  
• Theorem proving
  
• GraphPlan/SatPlan
  
• Transformational planning
  
• Simulated annealing
  
• Motion planning
  
• Case-based reasoning
  
• Multi-agent coordination
  
• Negotiation planning
  
• Representation and Reasoning
  
• Logical representation
  
• Frame problem
  
• Probabilistic reasoning
  
• Bayesian networks
  
• Game Playing
  
• Minimax search
  
• Evaluation functions
  
• Learning evaluation functions
  
• Markov Decision Processes
  
• Reinforcement learning for games
  
• Developing AI agents; Multi-agent planning.