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Learning the Minimal Representation of a Dynamic System from Transition Data
25/25 checkable references clean · checked 2026-08-27
Every reference with a DOI in the deposited reference list resolved to a known work in Crossref or DataCite at the dated check, and none carried a retraction, withdrawal, or removal notice.
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The 25 checked references that resolve
resolves10.1109/jas.2018.7511249
Feature-based aggregation and deep reinforcement learning: a survey and some new implementations
resolves10.1214/aoms/1177729330
A Measure of Asymptotic Efficiency for Tests of a Hypothesis Based on the sum of Observations
resolves10.1109/cdc.2006.377527
Clinical data based optimal STI strategies for HIV: a reinforcement learning approach
resolves10.1016/s0004-3702(02)00376-4
Equivalence notions and model minimization in Markov decision processes
resolves10.1111/1468-0262.00442
Efficient Estimation of Average Treatment Effects Using the Estimated Propensity Score
resolves10.1145/1935826.1935878
Unbiased offline evaluation of contextual-bandit-based news article recommendation algorithms
resolves10.1007/978-3-642-34500-5_16
Learn to Swing Up and Balance a Real Pole Based on Raw Visual Input Data
resolves10.1109/embc.2016.7591355
Optimal medication dosing from suboptimal clinical examples: A deep reinforcement learning approach
resolves10.1007/11564096_32
Neural Fitted Q Iteration – First Experiences with a Data Efficient Neural Reinforcement Learning Method
resolves10.1287/moor.1060.0188
Performance Loss Bounds for Approximate Value Iteration with State Aggregation
The 34 references without a DOI — listed, not checked
no DOI — not checkedref1
no DOI — not checkedref4
no DOI — not checkedref6
no DOI — not checkedInput generalization in delayed reinforcement learning: An algorithm and performance comparisons
no DOI — not checkedref11
no DOI — not checkedref13
no DOI — not checkedref14
no DOI — not checkedProvably efficient rl with rich observations via latent state decoding
no DOI — not checkedref16
no DOI — not checkedTree-based batch mode reinforcement learning
no DOI — not checkedMetrics for finite markov decision processes
no DOI — not checkedOff-policy deep reinforcement learning without exploration
no DOI — not checkedref22
no DOI — not checkedref24
no DOI — not checkedThe optimal sample complexity of pac learning
no DOI — not checkedDoubly robust off-policy value evaluation for reinforcement learning
no DOI — not checkedProvably efficient reinforcement learning with linear function approximation
no DOI — not checkedEfficiently breaking the curse of horizon: Double reinforcement learning in infinite-horizon processes
no DOI — not checkedDouble reinforcement learning for efficient off-policy evaluation in markov decision processes
no DOI — not checkedref35
no DOI — not checkedStabilizing off-policy q-learning via bootstrapping error reduction
no DOI — not checkedTowards a unified theory of state abstraction for mdps
no DOI — not checkedBreaking the curse of horizon: Infinite-horizon off-policy estimation
no DOI — not checkedRepresentation balancing mdps for off-policy policy evaluation
no DOI — not checkedOffline policy evaluation across representations with applications to educational games
no DOI — not checkedKinematic state abstraction and provably efficient rich-observation reinforcement learning
no DOI — not checkedref46
no DOI — not checkedref49
no DOI — not checkedSmdp homomorphisms: An algebraic approach to abstraction in semi markov decision processes
no DOI — not checkedref53
no DOI — not checkedref56
no DOI — not checkedref58
no DOI — not checkedref60
no DOI — not checkedSolar: Deep structured representations for model-based reinforcement learning
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