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    AIPS
    2007
    68views Artificial Intelligence» more  AIPS 2007»
    Online Identification of Useful Macro-Actions for Planning
    13 years 10 months ago
    Online Identification of Useful Macro-Actions for Planning
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    Andrew Coles, Maria Fox, Amanda Smith
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    AIPS
    2007
    76views Artificial Intelligence» more  AIPS 2007»
    FF + FPG: Guiding a Policy-Gradient Planner
    13 years 10 months ago
    FF + FPG: Guiding a Policy-Gradient Planner
    Download  www.aaai.org
    Olivier Buffet, Douglas Aberdeen
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    AIPS
    2007
    156views Artificial Intelligence» more  AIPS 2007»
    Approximate Solution Techniques for Factored First-Order MDPs
    13 years 10 months ago
    Approximate Solution Techniques for Factored First-Order MDPs
    Download  www.cs.toronto.edu
    Most traditional approaches to probabilistic planning in relationally specified MDPs rely on grounding the problem w.r.t. specific domain instantiations, thereby incurring a com...
    Scott Sanner, Craig Boutilier
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    AIIDE
    2008
    120views Artificial Intelligence» more  AIIDE 2008»
    Cerberus: Applying Supervised and Reinforcement Learning Techniques to Capture the Flag Games
    13 years 10 months ago
    Cerberus: Applying Supervised and Reinforcement Learning Techniques to Capture the Flag Games
    Download  www.aaai.org
    Ahmed S. Hefny, Ayat A. Hatem, Mahmoud M. Shalaby,...
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    AIPS
    2007
    98views Artificial Intelligence» more  AIPS 2007»
    Learning Macro-Actions for Arbitrary Planners and Domains
    13 years 10 months ago
    Learning Macro-Actions for Arbitrary Planners and Domains
    Download  www.buet.ac.bd
    Muhammad Abdul Hakim Newton, John Levine, Maria Fo...
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    AIIDE
    2008
    146views Artificial Intelligence» more  AIIDE 2008»
    Agent Learning using Action-Dependent Learning Rates in Computer Role-Playing Games
    13 years 10 months ago
    Agent Learning using Action-Dependent Learning Rates in Computer Role-Playing Games
    Download  www.aaai.org
    We introduce the ALeRT (Action-dependent Learning Rates with Trends) algorithm that makes two modifications to the learning rate and one change to the exploration rate of traditio...
    Maria Cutumisu, Duane Szafron, Michael H. Bowling,...
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    AIPS
    2007
    100views Artificial Intelligence» more  AIPS 2007»
    Evaluating Temporal Planning Domains
    13 years 10 months ago
    Evaluating Temporal Planning Domains
    Download  rakaposhi.eas.asu.edu
    The last eight years have seen dramatic progress in temporal planning as highlighted by the temporal track in the last three International Planning Competitions (IPC). However, ou...
    William Cushing, Daniel S. Weld, Subbarao Kambhamp...
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    AIPS
    2007
    96views Artificial Intelligence» more  AIPS 2007»
    A New Local-Search Algorithm for Forward-Chaining Planning
    13 years 10 months ago
    A New Local-Search Algorithm for Forward-Chaining Planning
    Download  personal.cis.strath.ac.uk
    Andrew Coles, Maria Fox, Amanda Smith
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    AIPS
    2007
    72views Artificial Intelligence» more  AIPS 2007»
    Generating Exponentially Smaller POMDP Models Using Conditionally Irrelevant Variable Abstraction
    13 years 10 months ago
    Generating Exponentially Smaller POMDP Models Using Conditionally Irrelevant Variable Abstraction
    Download  www.cs.cmu.edu
    Trey Smith, David R. Thompson, David Wettergreen
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    AIIDE
    2008
    143views Artificial Intelligence» more  AIIDE 2008»
    A Cover-Based Approach to Multi-Agent Moving Target Pursuit
    13 years 10 months ago
    A Cover-Based Approach to Multi-Agent Moving Target Pursuit
    Download  www.aaai.org
    We explore the task of designing an efficient multi-agent system that is capable of capturing a single moving target, assuming that every agent knows the location of all agents on...
    Alejandro Isaza, Jieshan Lu, Vadim Bulitko, Russel...
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