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References from Reinforcement Learning, Bit by Bit. Local targets link to admitted publications; unresolved targets remain external evidence.
Unresolved reference
2017 · External reference
A definition of subjective probability
10.1214/aoms/1177704255 · 1963 · External reference
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2021 · External reference
Finite-time analysis of the multiarmed bandit problem
10.1023/a:1013689704352 · 2002 · External reference
Unresolved reference
2017 · External reference
Neuronlike adaptive elements that can solve difficult learning control problems
10.1109/tsmc.1983.6313077 · 1983 · External reference
Unresolved reference
2019 · External reference
Unresolved reference
1996 · External reference
R-Max - a General Polynomial Time Algorithm for near-Optimal Reinforcement Learning
2003 · External reference
Regret analysis of stochastic and nonstochastic multi-armed bandit problems
10.1561/9781601986276 · 2012 · External reference
Unresolved reference
2015 · External reference
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2016 · External reference
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2020 · External reference
Unresolved reference
2019 · External reference
An adaptive sampling algorithm for solving Markov decision processes
10.1287/opre.1040.0145 · 2005 · External reference
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2006 · External reference
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2006 · External reference
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2013 · External reference
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2014 · External reference
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2021 · External reference
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2019 · External reference
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2018 · External reference
Some upper bounds for relative entropy and applications
10.1016/s0898-1221(00)00089-4 · 2000 · External reference
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2003 · External reference
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2020 · External reference
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2021 · External reference
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2016 · External reference
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2003 · External reference
Unresolved reference
2005 · External reference
Temporal Difference Uncertainties as a Signal for Exploration
2020 · External reference
Quantifying information and uncertainty
10.1257/aer.20181897 · 2019 · External reference
10.1561/2200000049 · 2015 · Admitted local publication
Unresolved reference
1974 · External reference
A dynamic allocation index for the discounted multiarmed bandit problem
10.1093/biomet/66.3.561 · 1979 · External reference
Unresolved reference
2021 · External reference
Information value theory
10.1109/tssc.1966.300074 · 1966 · External reference
Unresolved reference
2007 · External reference
Near-optimal Regret Bounds for Reinforcement Learning
2010 · External reference
Unresolved reference
External reference
Unresolved reference
2017 · External reference
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2018 · External reference
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2020 · External reference
Unresolved reference
2002 · External reference
Near-Optimal Reinforcement Learning in Polynomial Time
10.1023/a:1017984413808 · 2002 · External reference
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2015 · External reference
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2021 · External reference
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2020 · External reference
Unresolved reference
2020 · External reference
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1982 · External reference
Unresolved reference
2006 · External reference
Adaptive treatment allocation and the multi-armed bandit problem
1987 · External reference
Asymptotically efficient adaptive allocation rules
10.1016/0196-8858(85)90002-8 · 1985 · External reference
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2020 · External reference
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2019 · External reference
Unresolved reference
2002 · External reference
10.1609/aaai.v32i1.11751
10.1609/aaai.v32i1.11751 · 2018 · External reference
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2020 · External reference
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2019 · External reference
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1995 · External reference
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2013 · External reference
Human-level control through deep reinforcement learning
10.1038/nature14236 · 2015 · External reference
Unresolved reference
2019 · External reference
Variational Bayesian reinforcement learning with regret bounds
2018 · External reference
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2018 · External reference
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2018 · External reference
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2016 · External reference
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2020 · External reference
Unresolved reference
2013 · External reference
Unresolved reference
2017 · External reference
Deep Exploration via Randomized Value Functions
2019 · External reference
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2021 · External reference
Unresolved reference
2017 · External reference
10.1002/9781118309858
10.1002/9781118309858 · 2012 · External reference
Unresolved reference
2023 · External reference
Learning to optimize via information-directed sampling
2014 · External reference
Learning to optimize via posterior sampling
10.1287/moor.2014.0650 · 2014 · External reference
An information-theoretic analysis of Thompson sampling
2016 · External reference
Learning to optimize via information-directed sampling
10.1287/opre.2017.1663 · 2018 · External reference
Unresolved reference
2020 · External reference
10.1561/2200000070 · 2018 · Admitted local publication
The Knowledge Gradient Algorithm for a General Class of Online Learning Problems
10.1287/opre.1110.0999 · 2012 · External reference
Unresolved reference
2015 · External reference
Mastering Atari, go, chess and shogi by planning with a learned model
10.1038/s41586-020-03051-4 · 2020 · External reference
Unresolved reference
2000 · External reference
Unresolved reference
1984 · External reference
Learning to predict by the methods of temporal differences
10.1023/a:1022633531479 · 1988 · External reference
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1992 · External reference
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2018 · External reference
Unresolved reference
2011 · External reference
Unresolved reference
2017 · External reference
Practical issues in temporal difference learning
10.1023/a:1022624705476 · 1992 · External reference
TD-Gammon, a self-teaching backgammon program, achieves master-level play
10.1162/neco.1994.6.2.215 · 1994 · External reference
On the likelihood that one unknown probability exceeds another in view of the evidence of two samples
10.2307/2332286 · 1933 · External reference
On the theory of apportionment
10.2307/2371219 · 1935 · External reference
Unresolved reference
2017 · External reference
Unresolved reference
2019 · External reference
Bayesian reinforcement learning
10.1007/978-3-642-27645-3_11 · 2012 · External reference
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1989 · External reference
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2011 · External reference
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1976 · External reference
An adaptive optimal controller for discrete-time Markov environments
10.1016/s0019-9958(77)90354-0 · 1977 · External reference
Connections between mirror descent, Thompson sampling and the information ratio
2019 · External reference
