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2401.07051
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COIN: Chance-Constrained Imitation Learning for Uncertainty-aware Adaptive Resource Oversubscription Policy
13 January 2024
Lu Wang
Mayukh Das
Fangkai Yang
Chao Duo
Bo Qiao
Hang Dong
Si Qin
Chetan Bansal
Qingwei Lin
Saravan Rajmohan
Dongmei Zhang
Qi Zhang
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Papers citing
"COIN: Chance-Constrained Imitation Learning for Uncertainty-aware Adaptive Resource Oversubscription Policy"
11 / 11 papers shown
Title
Imitation Learning with Additional Constraints on Motion Style using Parametric Bias
Kento Kawaharazuka
Yoichiro Kawamura
K. Okada
Masayuki Inaba
65
12
0
10 Jul 2024
A Review of Uncertainty Quantification in Deep Learning: Techniques, Applications and Challenges
Moloud Abdar
Farhad Pourpanah
Sadiq Hussain
Dana Rezazadegan
Li Liu
...
Xiaochun Cao
Abbas Khosravi
U. Acharya
V. Makarenkov
S. Nahavandi
BDL
UQCV
319
1,914
0
12 Nov 2020
Reinforcement Learning for Combinatorial Optimization: A Survey
Nina Mazyavkina
S. Sviridov
Sergei Ivanov
Evgeny Burnaev
78
622
0
07 Mar 2020
Serverless in the Wild: Characterizing and Optimizing the Serverless Workload at a Large Cloud Provider
Mohammad Shahrad
Rodrigo Fonseca
Íñigo Goiri
G. Chaudhry
Paul Batum
Jason Cooke
Eduardo Laureano
Colby Tresness
M. Russinovich
Ricardo Bianchini
117
618
0
06 Mar 2020
Constrained Reinforcement Learning Has Zero Duality Gap
Santiago Paternain
Luiz F. O. Chamon
Miguel Calvo-Fullana
Alejandro Ribeiro
54
192
0
29 Oct 2019
Aleatoric and Epistemic Uncertainty in Machine Learning: An Introduction to Concepts and Methods
Eyke Hüllermeier
Willem Waegeman
PER
UD
222
1,410
0
21 Oct 2019
Uncertainty-Aware Imitation Learning using Kernelized Movement Primitives
João Silvério
Yanlong Huang
Fares J. Abu-Dakka
Leonel Rozo
D. Caldwell
57
37
0
05 Mar 2019
Safe Exploration in Continuous Action Spaces
Gal Dalal
Krishnamurthy Dvijotham
Matej Vecerík
Todd Hester
Cosmin Paduraru
Yuval Tassa
48
439
0
26 Jan 2018
Constrained Policy Optimization
Joshua Achiam
David Held
Aviv Tamar
Pieter Abbeel
110
1,322
0
30 May 2017
Continuous control with deep reinforcement learning
Timothy Lillicrap
Jonathan J. Hunt
Alexander Pritzel
N. Heess
Tom Erez
Yuval Tassa
David Silver
Daan Wierstra
318
13,234
0
09 Sep 2015
Risk-Sensitive Reinforcement Learning Applied to Control under Constraints
Peter Geibel
F. Wysotzki
81
317
0
09 Sep 2011
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