Help an Agent Out : Student / Teacher Learning in Sequential Decision Tasks
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[1] Steven D. Whitehead,et al. A Complexity Analysis of Cooperative Mechanisms in Reinforcement Learning , 1991, AAAI.
[2] Andrew W. Moore,et al. Reinforcement Learning: A Survey , 1996, J. Artif. Intell. Res..
[3] Richard S. Sutton,et al. Reinforcement Learning with Replacing Eligibility Traces , 2005, Machine Learning.
[4] Paul E. Utgoff,et al. On integrating apprentice learning and reinforcement learning , 1996 .
[5] J. A. Clouse,et al. An Introspection Approach to Querying a Trainer , 1996 .
[6] C. Boutilier,et al. Accelerating Reinforcement Learning through Implicit Imitation , 2003, J. Artif. Intell. Res..
[7] Long Ji Lin,et al. Self-improving reactive agents based on reinforcement learning, planning and teaching , 1992, Machine Learning.
[8] Pieter Abbeel,et al. Apprenticeship learning via inverse reinforcement learning , 2004, ICML.
[9] Jude W. Shavlik,et al. Using Advice to Transfer Knowledge Acquired in One Reinforcement Learning Task to Another , 2005, ECML.
[10] Jude W. Shavlik,et al. Creating Advice-Taking Reinforcement Learners , 1998, Machine Learning.
[11] Koby Crammer,et al. Learning from Multiple Sources , 2006, NIPS.
[12] Manuela M. Veloso,et al. Probabilistic policy reuse in a reinforcement learning agent , 2006, AAMAS '06.
[13] Peter Stone,et al. Batch reinforcement learning in a complex domain , 2007, AAMAS '07.
[14] Peter Stone,et al. Transfer Learning via Inter-Task Mappings for Temporal Difference Learning , 2007, J. Mach. Learn. Res..
[15] Peter Stone,et al. Transfer Learning for Reinforcement Learning Domains: A Survey , 2009, J. Mach. Learn. Res..
[16] Brett Browning,et al. A survey of robot learning from demonstration , 2009, Robotics Auton. Syst..
[17] Kouhei Ohnishi,et al. Advances in autonomous robots for service and entertainment , 2010, Robotics Auton. Syst..
[18] Javier García,et al. Probabilistic Policy Reuse for inter-task transfer learning , 2010, Robotics Auton. Syst..
[19] Eduardo F. Morales,et al. An Introduction to Reinforcement Learning , 2011 .