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    TCOM
    2008
    128views more  TCOM 2008»
    Cross-Layer Rate and Power Adaptation Strategies for IR-HARQ Systems over Fading Channels with Memory: A SMDP-Based Approach
    13 years 8 months ago
    Cross-Layer Rate and Power Adaptation Strategies for IR-HARQ Systems over Fading Channels with Memory: A SMDP-Based Approach
    Download  www.ece.ubc.ca
    Abstract--Incremental-redundancy hybrid automatic repeatrequest (IR-HARQ) schemes are proposed in several wireless standards for increased throughput-efficiency and greater reliabi...
    Ashok K. Karmokar, Dejan V. Djonin, Vijay K. Bharg...
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    NIPS
    2000
    127views Information Technology» more  NIPS 2000»
    Using Free Energies to Represent Q-values in a Multiagent Reinforcement Learning Task
    13 years 10 months ago
    Using Free Energies to Represent Q-values in a Multiagent Reinforcement Learning Task
    Download  members.chello.at
    The problem of reinforcement learning in large factored Markov decision processes is explored. The Q-value of a state-action pair is approximated by the free energy of a product o...
    Brian Sallans, Geoffrey E. Hinton
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    NIPS
    2004
    149views Information Technology» more  NIPS 2004»
    Conditional Models of Identity Uncertainty with Application to Noun Coreference
    13 years 10 months ago
    Conditional Models of Identity Uncertainty with Application to Noun Coreference
    Download  www.cs.umass.edu
    Coreference analysis, also known as record linkage or identity uncertainty, is a difficult and important problem in natural language processing, databases, citation matching and m...
    Andrew McCallum, Ben Wellner
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    AAAI
    2007
    131views Intelligent Agents» more  AAAI 2007»
    Scaling Up: Solving POMDPs through Value Based Clustering
    13 years 11 months ago
    Scaling Up: Solving POMDPs through Value Based Clustering
    Download  www.aaai.org
    Partially Observable Markov Decision Processes (POMDPs) provide an appropriately rich model for agents operating under partial knowledge of the environment. Since finding an opti...
    Yan Virin, Guy Shani, Solomon Eyal Shimony, Ronen ...
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    EWRL
    2008
    186views Machine Learning» more  EWRL 2008»
    Efficient Reinforcement Learning in Parameterized Models: Discrete Parameter Case
    13 years 10 months ago
    Efficient Reinforcement Learning in Parameterized Models: Discrete Parameter Case
    Download  webee.technion.ac.il
    We consider reinforcement learning in the parameterized setup, where the model is known to belong to a parameterized family of Markov Decision Processes (MDPs). We further impose ...
    Kirill Dyagilev, Shie Mannor, Nahum Shimkin
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