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Publications of Author

1. Damien Ernst, Pierre Geurts, Louis Wehenkel
   Iteratively Extending Time Horizon Reinforcement Learning. [Citation Graph (0, 0)][DBLP]
   ECML, 2003, pp:96-107 [Conf]
   
2. Christophe Druet, Damien Ernst, Louis Wehenkel
   Application of Reinforcement Learning to Electrical Power System Closed-Loop Emergency Control. [Citation Graph (0, 0)][DBLP]
   PKDD, 2000, pp:86-95 [Conf]
   
3. Damien Ernst, Raphaël Marée, Louis Wehenkel
   Reinforcement Learning with Raw Image Pixels as Input State. [Citation Graph (0, 0)][DBLP]
   IWICPAS, 2006, pp:446-454 [Conf]
   
4. Damien Ernst, Pierre Geurts, Louis Wehenkel
   Tree-Based Batch Mode Reinforcement Learning. [Citation Graph (0, 0)][DBLP]
   Journal of Machine Learning Research, 2005, v:6, n:, pp:503-556 [Journal]
   
5. Pierre Geurts, Damien Ernst, Louis Wehenkel
   Extremely randomized trees. [Citation Graph (0, 0)][DBLP]
   Machine Learning, 2006, v:63, n:1, pp:3-42 [Journal]
   
6. Alberto Del Angel, Pierre Geurts, Damien Ernst, Mevludin Glavic, Louis Wehenkel
   Estimation of rotor angles of synchronous machines using artificial neural networks and local PMU-based quantities. [Citation Graph (0, 0)][DBLP]
   Neurocomputing, 2007, v:70, n:16-18, pp:2668-2678 [Journal]
   
7. 
   Continuous-State Reinforcement Learning with Fuzzy Approximation. [Citation Graph (, )][DBLP]
   
   
8. 
   Fuzzy Approximation for Convergent Model-Based Reinforcement Learning. [Citation Graph (, )][DBLP]
   
   
9. 
   Decentralized Reactive Power Dispatch for a Time-Varying Multi-TSO System. [Citation Graph (, )][DBLP]
   
   
10. 
    Bounds for Multistage Stochastic Programs Using Supervised Learning Strategies. [Citation Graph (, )][DBLP]
    
    
11. 
    Lazy Planning under Uncertainty by Optimizing Decisions on an Ensemble of Incomplete Disturbance Trees. [Citation Graph (, )][DBLP]
    
    
12. 
    A Cautious Approach to Generalization in Reinforcement Learning. [Citation Graph (, )][DBLP]