Sketch-Based Linear Value Function Approximation
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[1] Dimitris Achlioptas,et al. Database-friendly random projections: Johnson-Lindenstrauss with binary coins , 2003, J. Comput. Syst. Sci..
[2] Risto Miikkulainen,et al. HyperNEAT-GGP: a hyperNEAT-based atari general game player , 2012, GECCO '12.
[3] Marc G. Bellemare,et al. Investigating Contingency Awareness Using Atari 2600 Games , 2012, AAAI.
[4] Samuel Wintermute,et al. Using Imagery to Simplify Perceptual Abstraction in Reinforcement Learning Agents , 2010, AAAI.
[5] Anirban Dasgupta,et al. A sparse Johnson: Lindenstrauss transform , 2010, STOC '10.
[6] Alessandro Lazaric,et al. LSTD with Random Projections , 2010, NIPS.
[7] Nathan R. Sturtevant,et al. Feature Construction for Reinforcement Learning in Hearts , 2006, Computers and Games.
[8] Graham Cormode,et al. Sketching Streams Through the Net: Distributed Approximate Query Tracking , 2005, VLDB.
[9] Peter Stone,et al. Reinforcement Learning for RoboCup Soccer Keepaway , 2005, Adapt. Behav..
[10] Andre Cohen,et al. An object-oriented representation for efficient reinforcement learning , 2008, ICML '08.
[11] Richard S. Sutton,et al. Reinforcement Learning of Local Shape in the Game of Go , 2007, IJCAI.
[12] H. Sebastian Seung,et al. Stochastic policy gradient reinforcement learning on a simple 3D biped , 2004, 2004 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) (IEEE Cat. No.04CH37566).
[13] John N. Tsitsiklis,et al. Analysis of Temporal-Diffference Learning with Function Approximation , 1996, NIPS.
[14] Daniel M. Kane,et al. A Derandomized Sparse Johnson-Lindenstrauss Transform , 2010, Electron. Colloquium Comput. Complex..
[15] Kenneth Ward Church,et al. Very sparse random projections , 2006, KDD '06.
[16] Manuela M. Veloso,et al. Simultaneous Adversarial Multi-Robot Learning , 2003, IJCAI.
[17] Larry Carter,et al. Universal Classes of Hash Functions , 1979, J. Comput. Syst. Sci..
[18] Manuela Veloso,et al. Scalable Learning in Stochastic Games , 2002 .
[19] Joelle Pineau,et al. Compressed Least-Squares Regression on Sparse Spaces , 2012, AAAI.
[20] Rémi Munos,et al. Compressed Least-Squares Regression , 2009, NIPS.
[21] Richard S. Sutton,et al. Reinforcement Learning: An Introduction , 1998, IEEE Trans. Neural Networks.
[22] Richard S. Sutton,et al. Introduction to Reinforcement Learning , 1998 .
[23] Yavar Naddaf,et al. Game-independent AI agents for playing Atari 2600 console games , 2010 .
[24] Richard S. Sutton,et al. Generalization in Reinforcement Learning: Successful Examples Using Sparse Coarse Coding , 1995, NIPS.
[25] Martijn Wisse,et al. Using a controller based on reinforcement learning for a passive dynamic walking robot , 2005, 5th IEEE-RAS International Conference on Humanoid Robots, 2005..