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2020 – today
- 2024
[c6]Grant C. Forbes, Nitish Gupta, Leonardo Villalobos-Arias, Colin M. Potts, Arnav Jhala, David L. Roberts:
Potential-Based Reward Shaping for Intrinsic Motivation. AAMAS 2024: 589-597- [i3]Grant C. Forbes
, Nitish Gupta, Leonardo Villalobos-Arias, Colin M. Potts, Arnav Jhala, David L. Roberts:
Potential-Based Reward Shaping For Intrinsic Motivation. CoRR abs/2402.07411 (2024) - [i2]Grant C. Forbes, Leonardo Villalobos-Arias, Jianxun Wang, Arnav Jhala, David L. Roberts:
Potential-Based Intrinsic Motivation: Preserving Optimality With Complex, Non-Markovian Shaping Rewards. CoRR abs/2410.12197 (2024) - 2023
- [i1]Leonardo Villalobos-Arias, Derek Martin, Abhijeet Krishnan, Madeleine Gagné, Colin M. Potts, Arnav Jhala:
Modeling Risk in Reinforcement Learning: A Literature Mapping. CoRR abs/2312.05231 (2023) - 2021
- [c5]Leonardo Villalobos-Arias, Christian Quesada-López, Alexandra Martínez, Marcelo Jenkins:
Multi-objective hyper-parameter tuning for software effort estimation. CIbSE 2021: 178-191 - [c4]Leonardo Villalobos-Arias, Christian Quesada-López:
Comparative study of random search hyper-parameter tuning for software effort estimation. PROMISE 2021: 21-29 - [c3]Leonardo Villalobos-Arias, Christian Quesada-López, Alexandra Martínez Porras, Marcelo Jenkins:
Hyper-Parameter Tuning of Classification and Regression Trees for Software Effort Estimation. WorldCIST (3) 2021: 589-598 - 2020
- [j2]Leonardo Villalobos-Arias, Christian Quesada-López, Alexandra Martínez, Marcelo Jenkins:
Evaluation of a model-based testing platform for Java applications. IET Softw. 14(2): 115-128 (2020) - [c2]Leonardo Villalobos-Arias, Christian Quesada-López, Jose Guevara-Coto, Alexandra Martínez, Marcelo Jenkins:
Evaluating hyper-parameter tuning using random search in support vector machines for software effort estimation. PROMISE 2020: 31-40
2010 – 2019
- 2019
- [j1]Leonardo Villalobos-Arias, Christian Quesada-López, Alexandra Martínez, Marcelo Jenkins:
Model-based testing areas, tools and challenges: A tertiary study. CLEI Electron. J. 22(1) (2019) - 2018
- [c1]Leonardo Villalobos-Arias, Christian Quesada-López, Alexandra Martínez, Marcelo Jenkins:
A tertiary study on model-based testing areas, tools and challenges: Preliminary results. CIbSE 2018: 15-28
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