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Borja G. León

Borja Gonzalez León

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affiliation: Imperial College London, UK

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2020 – today

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2024
[i6]
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  - journals/corr/abs-2403-09930
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Luca Grillotti, Maxence Faldor, Borja G. León, Antoine Cully:
Quality-Diversity Actor-Critic: Learning High-Performing and Diverse Behaviors via Value and Successor Features Critics. CoRR abs/2403.09930 (2024)
2022
[c6]
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  - conf/aaai/HeLB22
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Chloe He, Borja G. León, Francesco Belardinelli:
Do Androids Dream of Electric Fences? Safety-Aware Reinforcement Learning with Latent Shielding. SafeAI@AAAI 2022
[c5]
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  - conf/icaart/BelardinelliLM22
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Francesco Belardinelli, Borja G. León, Vadim Malvone:
Enabling Markovian Representations under Imperfect Information. ICAART (2) 2022: 450-457
[c4]
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Borja G. León, Murray Shanahan, Francesco Belardinelli:
In a Nutshell, the Human Asked for This: Latent Goals for Following Temporal Specifications. ICLR 2022
2021
[c3]
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  - conf/atal/MqirmiBL21
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Pierre El Mqirmi, Francesco Belardinelli, Borja G. León:
An Abstraction-based Method to Check Multi-Agent Deep Reinforcement-Learning Behaviors. AAMAS 2021: 474-482
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  - conf/gecco/ZhuBL21
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Shibei Zhu, Francesco Belardinelli, Borja Gonzalez León:
Evolutionary reinforcement learning for sparse rewards. GECCO Companion 2021: 1508-1512
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  - journals/corr/abs-2102-01434
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Pierre El Mqirmi, Francesco Belardinelli, Borja G. León:
An Abstraction-based Method to Verify Multi-Agent Deep Reinforcement-Learning Behaviours. CoRR abs/2102.01434 (2021)
[i4]
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  - journals/corr/abs-2110-09461
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Borja G. León, Murray Shanahan, Francesco Belardinelli:
In a Nutshell, the Human Asked for This: Latent Goals for Following Temporal Specifications. CoRR abs/2110.09461 (2021)
[i3]
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  - journals/corr/abs-2112-11490
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Chloe He, Borja G. León, Francesco Belardinelli:
Do Androids Dream of Electric Fences? Safety-Aware Reinforcement Learning with Latent Shielding. CoRR abs/2112.11490 (2021)
2020
[c1]
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  - conf/ecai/LeonB20
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Borja G. León, Francesco Belardinelli:
Extended Markov Games to Learn Multiple Tasks in Multi-Agent Reinforcement Learning. ECAI 2020: 139-146
[i2]
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  - journals/corr/abs-2002-06000
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Borja G. León, Francesco Belardinelli:
Extended Markov Games to Learn Multiple Tasks in Multi-Agent Reinforcement Learning. CoRR abs/2002.06000 (2020)
[i1]
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  - journals/corr/abs-2006-08767
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Borja G. León, Murray Shanahan, Francesco Belardinelli:
Systematic Generalisation through Task Temporal Logic and Deep Reinforcement Learning. CoRR abs/2006.08767 (2020)

2010 – 2019

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2019
[j1]
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  - journals/remotesensing/LattariLARPM19
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Francesco Lattari, Borja Gonzalez León, Francesco Asaro, Alessio Rucci, Claudio Maria Prati, Matteo Matteucci:
Deep Learning for SAR Image Despeckling. Remote. Sens. 11(13): 1532 (2019)

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