Nicolas Bougie

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 15

Top Topics

Web Directories

External Knowledge

Exploration Exploitation Tradeoff

Reinforcement Learning

Top Venues

Publications

Nicolas Bougie, Takashi Onishi, Yoshimasa Tsuruoka
Interpretable Imitation Learning with Symbolic Rewards. ACM Trans. Intell. Syst. Technol. 15 (1) (2024)
Nicolas Bougie, Daria Vazhenina, Narimasa Watanabe
Lost and Found: How Self-Supervised Learning Helps GPS Coordinates Find Their Way. ACML (2023)
Nicolas Bougie, Takashi Onishi, Yoshimasa Tsuruoka
Local Control is All You Need: Decentralizing and Coordinating Reinforcement Learning for Large-Scale Process Control. SICE (2022)
Nicolas Bougie, Ryutaro Ichise
Hierarchical learning from human preferences and curiosity. Appl. Intell. 52 (7) (2022)
Nicolas Bougie, Ryutaro Ichise
Goal-Driven Active Learning. AAMAS (2022)
Nicolas Bougie, Ryutaro Ichise
Goal-driven active learning. Auton. Agents Multi Agent Syst. 35 (2) (2021)
Nicolas Bougie, Ryutaro Ichise
Fast and slow curiosity for high-level exploration in reinforcement learning. Appl. Intell. 51 (2) (2021)
Nicolas Bougie, Ryutaro Ichise
Towards Interpretable Reinforcement Learning with State Abstraction Driven by External Knowledge. IEICE Trans. Inf. Syst. (10) (2020)
Nicolas Bougie, Ryutaro Ichise
Exploration via Progress-Driven Intrinsic Rewards. ICANN (2) (2020)
Nicolas Bougie, Ryutaro Ichise
Towards High-Level Intrinsic Exploration in Reinforcement Learning. IJCAI (2020)
Nicolas Bougie, Ryutaro Ichise
Intrinsically Motivated Lifelong Exploration in Reinforcement Learning. JSAI (2020)
Nicolas Bougie, Ryutaro Ichise
Skill-based curiosity for intrinsically motivated reinforcement learning. Mach. Learn. 109 (3) (2020)
Nicolas Bougie, Ryutaro Ichise
Abstracting Reinforcement Learning Agents with Prior Knowledge. PRIMA (2018)
Nicolas Bougie, Ryutaro Ichise
Deep reinforcement learning boosted by external knowledge. SAC (2018)
Nicolas Bougie, Ryutaro Ichise
Deep Reinforcement Learning Boosted by External Knowledge. CoRR (2017)