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Predictive state representation

Known as: PSR 
In computer science, a predictive state representation (PSR) is a new way to model a state of controlled dynamical system from a history of actions… Expand
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Related topics

Related topics

4 relations
Computer scienceDynamical systemPartially observable Markov decision process

Broader (1)

Machine learning

Papers overview

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2018
2018
Interstellar scintillation observations for PSR B0355+54
In this paper, we report our investigation of pulsar scintillation phenomena by monitoring PSR B0355+54 at 2.25 GHz for three… Expand
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2018
2018
Revival of the Magnetar PSR J1622-4950: observations with MeerKAT, Parkes, XMM-Newton, Swift, Chandra, and NuSTAR
New radio (MeerKAT and Parkes) and X-ray (XMM-Newton, Swift, Chandra, and NuSTAR) observations of PSR J1622-4950 indicate that… Expand
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2017
2017
Predictive-State Decoders: Encoding the Future into Recurrent Networks
Recurrent neural networks (RNNs) are a vital modeling technique that rely on internal states learned indirectly by optimization… Expand
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2014
2014
Timing, polarimetry and physics of the bright, nearby millisecond pulsar PSR J0437−4715 – a single-pulse perspective
Single pulses from radio pulsars contain a wealth of information about emission and propagation in the magnetosphere and insight… Expand
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2011
2011
A GIANT GLITCH IN PSR J1718–3718
Radio timing observations of the high-magnetic-field pulsar PSR J1718–3718 have shown that it suffered a large glitch with Δν g… Expand
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Highly Cited
2010
Highly Cited
2010
On the nature and evolution of the unique binary pulsar J1903+0327
PSR J1903+0327, a millisecond pulsar in an eccentric (e = 0.44) 95-d orbit with an ∼ 1M � companion poses a challenge to our… Expand
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2004
2004
The Intrinsic intensity modulation of PSR B1937+21 at 1410 MHz
The single-pulse properties of the millisecond radio pulsar PSR B1937+21 are studied at 1410 MHz. The nongiant pulse emission… Expand
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2003
2003
A Nonlinear Predictive State Representation
Predictive state representations (PSRs) use predictions of a set of tests to represent the state of controlled dynamical systems… Expand
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Highly Cited
2001
Highly Cited
2001
Predictive Representations of State
We show that states of a dynamical system can be usefully represented by multi-step, action-conditional predictions of future… Expand
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2000
2000
A new method for joint cancellation of clock and carrier frequency offsets in OFDM receivers over frequency selective channels
A new estimator is presented which enables a baseband digital compensation of carrier and clock frequency offsets in OFDM systems… Expand
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