No. 2: Challenges and Opportunities in Multiagent Learning for the Real World

All Papers

• Approximate Sufficient Statistics for Team Decision Problems

  Alex Lemon, Sanjay Lall

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• A Preliminary Study of Transfer Learning between Unicycle Robots

  Kaizad V. Raimalwala, Bruce A. Francis, Angela P. Schoellig

  PDF

• Fast Path Planning Using Experience Learning from Obstacle Patterns

  Olimpiya Saha, Prithviraj Dasgupta

  PDF

• Solving DEC-POMDPs by Expectation Maximization of Value Function

  Zhao Song, Xuejun Liao, Lawrence Carin

  PDF

• Effective Transfer via Demonstrations in Reinforcement Learning: A Preliminary Study

  Zhaodong Wang, Matthew Taylor

  PDF