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699 results on '"Milano, Michela"'

52. Agent Based Simulation of Incentive Mechanisms on Photovoltaic Adoption

Author

Iachini, Valerio, Borghesi, Andrea, Milano, Michela, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Weikum, Gerhard, Series editor, Gavanelli, Marco, editor, Lamma, Evelina, editor, and Riguzzi, Fabrizio, editor

Published
2015
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53. Swarm-Based Controller for Traffic Lights Management

Author

Caselli, Federico, Bonfietti, Alessio, Milano, Michela, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Weikum, Gerhard, Series editor, Gavanelli, Marco, editor, Lamma, Evelina, editor, and Riguzzi, Fabrizio, editor

Published
2015
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54. Power Capping in High Performance Computing Systems

Author

Borghesi, Andrea, Collina, Francesca, Lombardi, Michele, Milano, Michela, Benini, Luca, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Weikum, Gerhard, Series editor, and Pesant, Gilles, editor

Published
2015
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55. Deterministic Estimation of the Expected Makespan of a POS Under Duration Uncertainty

Author

Lombardi, Michele, Bonfietti, Alessio, Milano, Michela, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Weikum, Gerhard, Series editor, and Pesant, Gilles, editor

Published
2015
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56. Embedding Decision Trees and Random Forests in Constraint Programming

Author

Bonfietti, Alessio, Lombardi, Michele, Milano, Michela, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Weikum, Gerhard, Series editor, and Michel, Laurent, editor

Published
2015
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58. Proactive Workload Dispatching on the EURORA Supercomputer

Author

Bartolini, Andrea, Borghesi, Andrea, Bridi, Thomas, Lombardi, Michele, Milano, Michela, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Kobsa, Alfred, Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Nierstrasz, Oscar, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Weikum, Gerhard, Series editor, and O’Sullivan, Barry, editor

Published
2014
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59. Evaluating CP Techniques to Plan Dynamic Resource Provisioning in Distributed Stream Processing

Author

Reale, Andrea, Bellavista, Paolo, Corradi, Antonio, Milano, Michela, Hutchison, David, Editorial Board Member, Kanade, Takeo, Editorial Board Member, Kittler, Josef, Editorial Board Member, Gao, Wen, Editorial Board Member, Kleinberg, Jon M., Editorial Board Member, Kobsa, Alfred, Editorial Board Member, Mattern, Friedemann, Editorial Board Member, Mitchell, John C., Editorial Board Member, Naor, Moni, Editorial Board Member, Nierstrasz, Oscar, Editorial Board Member, Pandu Rangan, C., Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Terzopoulos, Demetri, Editorial Board Member, Tygar, Doug, Editorial Board Member, Weikum, Gerhard, Editorial Board Member, and Simonis, Helmut, editor

Published
2014
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60. Disregarding Duration Uncertainty in Partial Order Schedules? Yes, We Can!

Author

Bonfietti, Alessio, Lombardi, Michele, Milano, Michela, Hutchison, David, Editorial Board Member, Kanade, Takeo, Editorial Board Member, Kittler, Josef, Editorial Board Member, Gao, Wen, Editorial Board Member, Kleinberg, Jon M., Editorial Board Member, Kobsa, Alfred, Editorial Board Member, Mattern, Friedemann, Editorial Board Member, Mitchell, John C., Editorial Board Member, Naor, Moni, Editorial Board Member, Nierstrasz, Oscar, Editorial Board Member, Pandu Rangan, C., Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Terzopoulos, Demetri, Editorial Board Member, Tygar, Doug, Editorial Board Member, Weikum, Gerhard, Editorial Board Member, and Simonis, Helmut, editor

Published
2014
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66. Solving Mathematical Puzzles: A Challenging Competition for AI

Author

Chesani, Federico, Mello, Paola, and Milano, Michela

Subjects
Turing test -- Authorship, Problem solving -- Methods, Mathematical recreations -- Authorship, Business
Abstract

Recently, a number of noteworthy results have been achieved in various fields of artificial intelligence, and many aspects of the problem-solving process have received significant attention by the scientific community. [...]

Published
2017

67. Global Cyclic Cumulative Constraint

Author

Bonfietti, Alessio, Lombardi, Michele, Benini, Luca, Milano, Michela, Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Doug, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Beldiceanu, Nicolas, editor, Jussien, Narendra, editor, and Pinson, Éric, editor

Published
2012
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68. An Application of Fuzzy Logic to Strategic Environmental Assessment

Author

Gavanelli, Marco, Riguzzi, Fabrizio, Milano, Michela, Sottara, Davide, Cangini, Alessandro, Cagnoli, Paolo, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Kobsa, Alfred, Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Nierstrasz, Oscar, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Weikum, Gerhard, Series editor, Goebel, Randy, editor, Siekmann, Jörg, editor, Wahlster, Wolfgang, editor, Pirrone, Roberto, editor, and Sorbello, Filippo, editor

Published
2011
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69. A Constraint Based Approach to Cyclic RCPSP

Author

Bonfietti, Alessio, Lombardi, Michele, Benini, Luca, Milano, Michela, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Nierstrasz, Oscar, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Sudan, Madhu, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Vardi, Moshe Y., Series editor, Weikum, Gerhard, Series editor, and Lee, Jimmy, editor

Published
2011
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70. Neuron Constraints to Model Complex Real-World Problems

Author

Bartolini, Andrea, Lombardi, Michele, Milano, Michela, Benini, Luca, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Nierstrasz, Oscar, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Sudan, Madhu, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Vardi, Moshe Y., Series editor, Weikum, Gerhard, Series editor, and Lee, Jimmy, editor

Published
2011
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71. Precedence Constraint Posting for Cyclic Scheduling Problems

Author

Lombardi, Michele, Bonfietti, Alessio, Milano, Michela, Benini, Luca, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Nierstrasz, Oscar, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Sudan, Madhu, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Vardi, Moshe Y., Series editor, Weikum, Gerhard, Series editor, Achterberg, Tobias, editor, and Beck, J. Christopher, editor

Published
2011
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72. Discrepancy-Based Sliced Neighborhood Search

Author

Parisini, Fabio, Lombardi, Michele, Milano, Michela, Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Doug, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Goebel, Randy, editor, Siekmann, Jörg, editor, Wahlster, Wolfgang, editor, Dicheva, Darina, editor, and Dochev, Danail, editor

Published
2010
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73. Constraint Based Scheduling to Deal with Uncertain Durations and Self-Timed Execution

Author

Lombardi, Michele, Milano, Michela, Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Doug, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, and Cohen, David, editor

Published
2010
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75. Deriving Information from Sampling and Diving

Author

Lombardi, Michele, Milano, Michela, Roli, Andrea, Zanarini, Alessandro, Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Doug, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Goebel, Randy, editor, Siekmann, Jörg, editor, Wahlster, Wolfgang, editor, Serra, Roberto, editor, and Cucchiara, Rita, editor

Published
2009
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76. A Precedence Constraint Posting Approach for the RCPSP with Time Lags and Variable Durations

Author

Lombardi, Michele, Milano, Michela, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Nierstrasz, Oscar, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Sudan, Madhu, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Vardi, Moshe Y., Series editor, Weikum, Gerhard, Series editor, and Gent, Ian P., editor

Published
2009
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77. An Overview of AI Research in Italy

Author

Roli, Andrea, Milano, Michela, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Nierstrasz, Oscar, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Sudan, Madhu, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Vardi, Moshe Y., Series editor, Weikum, Gerhard, Series editor, Goebel, Randy, editor, Siekmann, Jörg, editor, Wahlster, Wolfgang, editor, and Bramer, Max, editor

Published
2009
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78. Throughput Constraint for Synchronous Data Flow Graphs

Author

Bonfietti, Alessio, Lombardi, Michele, Milano, Michela, Benini, Luca, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Nierstrasz, Oscar, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Sudan, Madhu, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Vardi, Moshe Y., Series editor, Weikum, Gerhard, Series editor, van Hoeve, Willem-Jan, editor, and Hooker, John N., editor

Published
2009
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80. Multi-stage Benders Decomposition for Optimizing Multicore Architectures

Author

Benini, Luca, Lombardi, Michele, Mantovani, Marco, Milano, Michela, Ruggiero, Martino, Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Doug, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Perron, Laurent, editor, and Trick, Michael A., editor

Published
2008
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81. Resource Management Policy Handling Multiple Use-Cases in MPSoC Platforms Using Constraint Programming

Author

Benini, Luca, Bertozzi, Davide, Milano, Michela, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Nierstrasz, Oscar, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Sudan, Madhu, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Vardi, Moshe Y., Series editor, Weikum, Gerhard, Series editor, Garcia de la Banda, Maria, editor, and Pontelli, Enrico, editor

Published
2008
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82. A Constraint Programming Approach for Allocation and Scheduling on the CELL Broadband Engine

Author

Benini, Luca, Lombardi, Michele, Milano, Michela, Ruggiero, Martino, Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Doug, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, and Stuckey, Peter J., editor

Published
2008
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84. CP-Based Local Branching

Author

Kiziltan, Zeynep, Lodi, Andrea, Milano, Michela, Parisini, Fabio, Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Doug, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, and Bessière, Christian, editor

Published
2007
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85. Scheduling Conditional Task Graphs

Author

Lombardi, Michele, Milano, Michela, Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Doug, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, and Bessière, Christian, editor

Published
2007
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86. Stochastic Allocation and Scheduling for Conditional Task Graphs in MPSoCs

Author

Lombardi, Michele, Milano, Michela, Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Dough, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, and Benhamou, Frédéric, editor

Published
2006
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87. Allocation, Scheduling and Voltage Scaling on Energy Aware MPSoCs

Author

Benini, Luca, Bertozzi, Davide, Guerri, Alessio, Milano, Michela, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Nierstrasz, Oscar, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Sudan, Madhu, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Dough, Series editor, Vardi, Moshe Y., Series editor, Weikum, Gerhard, Series editor, Beck, J. Christopher, editor, and Smith, Barbara M., editor

Published
2006
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88. Improved Algorithm for the Soft Global Cardinality Constraint

Author

Zanarini, Alessandro, Milano, Michela, Pesant, Gilles, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Nierstrasz, Oscar, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Sudan, Madhu, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Dough, Series editor, Vardi, Moshe Y., Series editor, Weikum, Gerhard, Series editor, Beck, J. Christopher, editor, and Smith, Barbara M., editor

Published
2006
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91. Allocation and Scheduling for MPSoCs via Decomposition and No-Good Generation

Author

Benini, Luca, Bertozzi, Davide, Guerri, Alessio, Milano, Michela, Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Dough, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, and van Beek, Peter, editor

Published
2005
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92. Synthesising Reinforcement Learning Policies through Set-Valued Inductive Rule Learning

Author

Coppens, Youri, Steckelmacher, Denis, Jonker, C.M., Nowe, A.S.P., Heintz, Fredrik, Milano, Michela, O’Sullivan, Barry, Informatics and Applied Informatics, Faculty of Sciences and Bioengineering Sciences, Artificial Intelligence, Computational Modelling, Heintz, Fredrik, Milano, Michela, and O'Sullivan, Barry

Subjects
FOS: Computer and information sciences, Computer Science - Machine Learning, Source code, Inductive rule learning, Artificial neural network, business.industry, Process (engineering), Computer science, Policy distillation, Computer Science - Artificial Intelligence, media_common.quotation_subject, Modèles mathématiques d'aide à la décision, Intelligence artificielle, Reinforcement Learning, Task (project management), Machine Learning (cs.LG), Artificial Intelligence (cs.AI), Action (philosophy), Explainable AI, Reinforcement learning, Artificial intelligence, business, Set (psychology), media_common, Interpretability
Abstract

Today’s advanced Reinforcement Learning algorithms produce black-box policies, that are often difficult to interpret and trust for a person. We introduce a policy distilling algorithm, building on the CN2 rule mining algorithm, that distills the policy into a rule-based decision system. At the core of our approach is the fact that an RL process does not just learn a policy, a mapping from states to actions, but also produces extra meta-information, such as action values indicating the quality of alternative actions. This meta-information can indicate whether more than one action is near-optimal for a certain state. We extend CN2 to make it able to leverage knowledge about equally-good actions to distill the policy into fewer rules, increasing its interpretability by a person. Then, to ensure that the rules explain a valid, non-degenerate policy, we introduce a refinement algorithm that fine-tunes the rules to obtain good performance when executed in the environment. We demonstrate the applicability of our algorithm on the Mario AI benchmark, a complex task that requires modern reinforcement learning algorithms including neural networks. The explanations we produce capture the learned policy in only a few rules, that allow a person to understand what the black-box agent learned. Source code: https://gitlab.ai.vub.ac.be/yocoppen/svcn2., info:eu-repo/semantics/published

Published
2021

94. Making Choices Using Structure at the Instance Level within a Case Based Reasoning Framework

Author

Gebruers, Cormac, Guerri, Alessio, Hnich, Brahim, Milano, Michela, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Terzopoulos, Demetri, editor, Tygar, Dough, editor, Vardi, Moshe Y., editor, Régin, Jean-Charles, editor, and Rueher, Michel, editor

Published
2004
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