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Borja G. León
Publication Activity (10 Years)
Years Active: 2020-2024
Publications (10 Years): 11
Top Topics
Temporal Logic
Fuel Consumption
Actor Critic
Reinforcement Learning
Top Venues
CoRR
ICAART (2)
AAMAS
SafeAI@AAAI
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Publications
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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
(2024)
Peter He
,
Borja G. León
,
Francesco Belardinelli
Do Androids Dream of Electric Fences? Safety-Aware Reinforcement Learning with Latent Shielding.
SafeAI@AAAI
(2022)
Borja G. León
,
Murray Shanahan
,
Francesco Belardinelli
In a Nutshell, the Human Asked for This: Latent Goals for Following Temporal Specifications.
ICLR
(2022)
Francesco Belardinelli
,
Borja G. León
,
Vadim Malvone
Enabling Markovian Representations under Imperfect Information.
ICAART (2)
(2022)
Peter He
,
Borja G. León
,
Francesco Belardinelli
Do Androids Dream of Electric Fences? Safety-Aware Reinforcement Learning with Latent Shielding.
CoRR
(2021)
Borja G. León
,
Murray Shanahan
,
Francesco Belardinelli
In a Nutshell, the Human Asked for This: Latent Goals for Following Temporal Specifications.
CoRR
(2021)
Pierre El Mqirmi
,
Francesco Belardinelli
,
Borja G. León
An Abstraction-based Method to Check Multi-Agent Deep Reinforcement-Learning Behaviors.
AAMAS
(2021)
Pierre El Mqirmi
,
Francesco Belardinelli
,
Borja G. León
An Abstraction-based Method to Verify Multi-Agent Deep Reinforcement-Learning Behaviours.
CoRR
(2021)
Borja G. León
,
Francesco Belardinelli
Extended Markov Games to Learn Multiple Tasks in Multi-Agent Reinforcement Learning.
CoRR
(2020)
Borja G. León
,
Murray Shanahan
,
Francesco Belardinelli
Systematic Generalisation through Task Temporal Logic and Deep Reinforcement Learning.
CoRR
(2020)
Borja G. León
,
Francesco Belardinelli
Extended Markov Games to Learn Multiple Tasks in Multi-Agent Reinforcement Learning.
ECAI
(2020)