Publications of Robby Goetschalckx

period 2005 - 2009

Papers at international conferences and symposia, published in full in proceedings

6 references

• Sanner, Scott; Goetschalckx, Robby; Driessens, Kurt; Shani, Guy. Bayesian real-time dynamic programming, Proceedings of the 21st International Joint Conference on Artificial Intelligence (IJCAI-09), International Joint Conference on Artificial Intelligence, Pasadena, USA, 11-17 July 2009, pages 1784-1789

  @inproceedings{244219,
    author = "Sanner, Scott and Goetschalckx, Robby and Driessens, Kurt and Shani, Guy",
    title = "Bayesian real-time dynamic programming",
    booktitle = "Proceedings of the 21st International Joint Conference on Artificial Intelligence (IJCAI-09), ",
    pages = "1784--1789",
    year = "2009",
    url = "https://lirias.kuleuven.be/handle/123456789/244219",
  }
  

• Goetschalckx, Robby; Sanner, Scott; Driessens, Kurt. Cost-sensitive parsimonious linear regression, Proceedings of the 8th IEEE International Conference on Data Mining, ICDM, Pisa, Italy, 15-19 December 2008, pages 809-814, IEEE Computer Society

  @inproceedings{199410,
    author = "Goetschalckx, Robby and Sanner, Scott and Driessens, Kurt",
    title = "Cost-sensitive parsimonious linear regression",
    booktitle = "Proceedings of the 8th IEEE International Conference on Data Mining, ",
    publisher = "IEEE Computer Society",
    pages = "809--814",
    year = "2008",
    doi = "10.1109/ICDM.2008.76",
    url = "https://lirias.kuleuven.be/handle/123456789/199410",
  }
  

• Goetschalckx, Robby; Sanner, Scott; Driessens, Kurt. Reinforcement learning with the use of costly features, Lecture Notes in Computer Science, European workshop on reinforcement learning (EWRL), Villeneuve D'Ascq, France, 30 June - 4 July 2008, volume 5323/2008, pages 124-135, Springer

  @inproceedings{199408,
    author = "Goetschalckx, Robby and Sanner, Scott and Driessens, Kurt",
    title = "Reinforcement learning with the use of costly features",
    booktitle = "Lecture Notes in Computer Science, ",
    publisher = "Springer",
    pages = "124--135",
    month = Nov,
    year = "2008",
    doi = "10.1007/978-3-540-89722-4\_{}10",
    url = "https://lirias.kuleuven.be/handle/123456789/199408",
  }
  

• Goetschalckx, Robby; Driessens, Kurt. Cost-sensitive reinforcement learning, Proceedings of the Workshop on AI Planning and Learning, Kuter, U.; Aberdeen, D.; Buffet, O.; Stone, P (eds.), Workshop on AI Planning and Learning, Providence, Rhode Island, USA, September 22, 2007, pages 1-5

  @inproceedings{146222,
    author = "Goetschalckx, Robby and Driessens, Kurt",
    title = "Cost-sensitive reinforcement learning",
    booktitle = "Proceedings of the Workshop on AI Planning and Learning, ",
    editor = "Kuter, U. and Aberdeen, D. and Buffet, O. and Stone, P.",
    pages = "1--5",
    year = "2007",
    url = "https://lirias.kuleuven.be/handle/123456789/146222",
  }
  

• Goetschalckx, Robby; Ramon, Jan. Using expert knowledge to construct error bound state-action aggregations for reinforcement learning, Proceedings of the 19th Belgian-Dutch Conference on Artificial Intelligence, Dastani, M.; de Jong, E (eds.), 19th Belgian-Dutch Conference on Artificial Intelligence, Utrecht, The Netherlands, November 5-6, 2007, pages 127-134

  @inproceedings{146669,
    author = "Goetschalckx, Robby and Ramon, Jan",
    title = "Using expert knowledge to construct error bound state-action aggregations for reinforcement learning",
    booktitle = "Proceedings of the 19th Belgian-Dutch Conference on Artificial Intelligence, ",
    editor = "Dastani, M. and de Jong, E.",
    pages = "127--134",
    year = "2007",
    url = "https://lirias.kuleuven.be/handle/123456789/146669",
  }
  

• Tuyls, Karl; Croonenborghs, Tom; Ramon, Jan; Goetschalckx, Robby; Bruynooghe, Maurice. Multi-agent relational reinforcement learning, Proceedings of the First International Workshop on Learning and Adaptation in Multi Agent Systems, Tuyls, K.; Verbeeck, K.; 't Hoen, P.; Sen, S (eds.), First international workshop on Learning and Adaptation in Multi Agent Systems held at the 4th International Conference on Autonomous Agents and Multi-Agents Systems, Utrecht, The Netherlands, July 25-26, 2005, pages 123-132

  @inproceedings{131181,
    author = "Tuyls, Karl and Croonenborghs, Tom and Ramon, Jan and Goetschalckx, Robby and Bruynooghe, Maurice",
    title = "Multi-agent relational reinforcement learning",
    booktitle = "Proceedings of the First International Workshop on Learning and Adaptation in Multi Agent Systems, ",
    editor = "Tuyls, K. and Verbeeck, K. and 't Hoen, P. and Sen, S.",
    pages = "123--132",
    year = "2005",
    url = "https://lirias.kuleuven.be/handle/123456789/131181",
  }
  

Meeting abstracts, presented at international conferences and symposia

9 references

• Goetschalckx, Robby; Sanner, Scott; Driessens, Kurt. Reinforcement learning with the use of costly features, Proceedings of the 18th European Conference on Artificial Intelligence, Ghallab, Malik; Spyropoulos, Constatine; Fakotakis, Nikos; Avouris, Nikos (eds.), ECAI, Patras, Greece, 21-25 July 2008, pages 779-780, IOS Press

  @unpublished{199925,
    author = "Goetschalckx, Robby and Sanner, Scott and Driessens, Kurt",
    title = "Reinforcement learning with the use of costly features",
    note = "ECAI, Patras, Greece, 21-25 July 2008",
    booktitle = "Proceedings of the 18th European Conference on Artificial Intelligence",
    editor = "Ghallab, Malik and Spyropoulos, Constatine and Fakotakis, Nikos and Avouris, Nikos",
    publisher = "IOS Press",
    pages = "779--780",
    year = "2008",
    url = "https://lirias.kuleuven.be/handle/123456789/199925",
  }
  

• Goetschalckx, Robby; Sanner, Scott; Driessens, Kurt. Linear regression using costly features, Proceedings of the Annual Belgian-dutch Machine Learning Conference (Benelearn) 2008, Wehenkel, Louis; Geurts, Pierre; Marée, Raphaël (eds.), benelearn, Spa, Belgium, 2008, pages 51-52

  @unpublished{199928,
    author = "Goetschalckx, Robby and Sanner, Scott and Driessens, Kurt",
    title = "Linear regression using costly features",
    note = "benelearn, Spa, Belgium, 2008",
    booktitle = "Proceedings of the Annual Belgian-dutch Machine Learning Conference (Benelearn) 2008",
    editor = "Wehenkel, Louis and Geurts, Pierre and Mar{\'e}e, Rapha{\"e}l",
    pages = "51--52",
    year = "2008",
    url = "https://lirias.kuleuven.be/handle/123456789/199928",
  }
  

• Goetschalckx, Robby; Sanner, Scott; Driessens, Kurt. Cost-sensitive linear regression with costly features, Proceedings of the ICML 2008 Workshop on Sparse Optimization and Variable Selection, Rish, Irina; Cecchi, Guillermo; Das, Rajarshi; Jebara, Tony; Tesauro, Gerry; Wainwright, Martin (eds.), ICML Workshop on Sparse Optimization and Variable Selection, Helsinki, Finland, 9 July 2008

  @unpublished{199409,
    author = "Goetschalckx, Robby and Sanner, Scott and Driessens, Kurt",
    title = "Cost-sensitive linear regression with costly features",
    note = "ICML Workshop on Sparse Optimization and Variable Selection, Helsinki, Finland, 9 July 2008",
    booktitle = "Proceedings of the ICML 2008 Workshop on Sparse Optimization and Variable Selection",
    editor = "Rish, Irina and Cecchi, Guillermo and Das, Rajarshi and Jebara, Tony and Tesauro, Gerry and Wainwright, Martin",
    year = "2008",
    url = "https://lirias.kuleuven.be/handle/123456789/199409",
  }
  

• Sanner, Scott; Goetschalckx, Robby; Driessens, Kurt. Real-time Bayesian search control for MDPs, ICAPS 2008 Workshop on Oversubscribed Planning & Scheduling, Barbulescu, Laura; Chien, Steve; Giuliano, Mark; Sherwoord, Rob (eds.), ICAPS, Sydney, Australia, 14-18 september 2008

  @unpublished{203693,
    author = "Sanner, Scott and Goetschalckx, Robby and Driessens, Kurt",
    title = "Real-time {B}ayesian search control for {MDP}s",
    note = "ICAPS, Sydney, Australia, 14-18 september 2008",
    booktitle = "ICAPS 2008 Workshop on Oversubscribed Planning \& Scheduling",
    editor = "Barbulescu, Laura and Chien, Steve and Giuliano, Mark and Sherwoord, Rob",
    year = "2008",
    url = "https://lirias.kuleuven.be/handle/123456789/203693",
  }
  

• Goetschalckx, Robby. On providing hypothesis spaces for policy learning, Former Freiburg, Leuven and Friends Workshop on Machine Learning, Massembre (Heer), Belgium, March 21-23, 2007

  @unpublished{147339,
    author = "Goetschalckx, Robby",
    title = "On providing hypothesis spaces for policy learning",
    note = "Former Freiburg, Leuven and Friends Workshop on Machine Learning, Massembre (Heer), Belgium, March 21-23, 2007",
    year = "2007",
    url = "https://lirias.kuleuven.be/handle/123456789/147339",
  }
  

• Goetschalckx, Robby; Ramon, Jan. On policy learning in restricted policy spaces, AAAI 2007 Student Abstract and Poster Program, Vancouver, Canada, July 22-26, 2007

  @unpublished{147270,
    author = "Goetschalckx, Robby and Ramon, Jan",
    title = "On policy learning in restricted policy spaces",
    note = "AAAI 2007 Student Abstract and Poster Program, Vancouver, Canada, July 22-26, 2007",
    year = "2007",
    url = "https://lirias.kuleuven.be/handle/123456789/147270",
  }
  

• Goetschalckx, Robby; Ramon, Jan. Reinforcement learning with state-action-pair generalized aggregation, 7th "Freiburg, Leuven and Friends" Workshop on Machine Learning, Titisee, Germany, March 13-14, 2006

  @unpublished{134161,
    author = "Goetschalckx, Robby and Ramon, Jan",
    title = "Reinforcement learning with state-action-pair generalized aggregation",
    note = "7th {"}Freiburg, Leuven and Friends{"} Workshop on Machine Learning, Titisee, Germany, March 13-14, 2006",
    year = "2006",
    url = "https://lirias.kuleuven.be/handle/123456789/134161",
  }
  

• Goetschalckx, Robby; Ramon, Jan; Blockeel, Hendrik; Bruynooghe, Maurice. Using expert knowledge to construct state-action aggregations for reinforcement learning, ICIS Third All Project Members Meeting, Delft, The Netherlands, May 24, 2006

  @unpublished{167059,
    author = "Goetschalckx, Robby and Ramon, Jan and Blockeel, Hendrik and Bruynooghe, Maurice",
    title = "Using expert knowledge to construct state-action aggregations for reinforcement learning",
    note = "ICIS Third All Project Members Meeting, Delft, The Netherlands, May 24, 2006",
    year = "2006",
    url = "https://lirias.kuleuven.be/handle/123456789/167059",
  }
  

• Goetschalckx, Robby. Reinforcement learning with metric state aggregation, Freiburg, Leuven and Friends Workshop, Ferrières, Belgium, March 7-9, 2005

  @unpublished{131187,
    author = "Goetschalckx, Robby",
    title = "Reinforcement learning with metric state aggregation",
    note = "Freiburg, Leuven and Friends Workshop, Ferri{\`e}res, Belgium, March 7-9, 2005",
    year = "2005",
    url = "https://lirias.kuleuven.be/handle/123456789/131187",
  }
  

Meeting abstracts, presented at other conferences and symposia

1 reference

• Goetschalckx, Robby. Efficient relational RL, PhD Symposium, Leuven, Belgium, April 20, 2005

  @unpublished{133099,
    author = "Goetschalckx, Robby",
    title = "Efficient relational {RL}",
    note = "PhD Symposium, Leuven, Belgium, April 20, 2005",
    year = "2005",
    url = "https://lirias.kuleuven.be/handle/123456789/133099",
  }
  

Thesis

1 reference

• Goetschalckx, Robby. The Use of Domain Knowledge in Reinforcement Learning (Het gebruik van domeinkennis in reinforcement learning), PhD thesis, K.U.Leuven, September 2009, Bruynooghe, Maurice and Blockeel, Hendrik (supervisors)

  @phdthesis{237416,
    author = "Goetschalckx, Robby",
    title = "The {U}se of {D}omain {K}nowledge in {R}einforcement {L}earning ({H}et gebruik van domeinkennis in reinforcement learning)",
    school = "K.U.Leuven",
    month = Sep,
    year = "2009",
    note = "Bruynooghe, Maurice and Blockeel, Hendrik (supervisors)",
    url = "https://lirias.kuleuven.be/handle/123456789/237416",
  }
  

Internal reports

1 reference

• Goetschalckx, Robby; Ramon, Jan; Blockeel, Hendrik; Bruynooghe, Maurice. Using Expert Knowledge to Construct State-Action Aggregations for Reinforcement Learning, CW Reports, volume CW445, pages 14, K.U.Leuven, Department of Computer Science, May 2006

  @techreport{131643,
    author = "Goetschalckx, Robby and Ramon, Jan and Blockeel, Hendrik and Bruynooghe, Maurice",
    title = "Using {E}xpert {K}nowledge to {C}onstruct {S}tate-{A}ction {A}ggregations for {R}einforcement {L}earning",
    institution = "K.U.Leuven, Department of Computer Science",
    type = "CW Reports",
    number = "CW445",
    month = May,
    year = "2006",
    url = "https://lirias.kuleuven.be/handle/123456789/131643",
  }
  

No publications found for the period 2005-2009 and the types

• Articles in internationally reviewed journals
• Articles in other journals
• Books, internationally recognised scientific publisher; as author
• Other published books; as author
• Books, internationally recognised scientific publisher; as editor
• Other published books; as editor
• Article in book, internationally recognised scientific publisher
• Article in other published book
• Papers at other conferences and symposia, published in full in proceedings
• Review
• Misc.
• External reports

 
Last update local database Sun Sep 5 2010 0:20 am