Alain Andres

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 11

Top Topics

Intrinsic Motivation

Reinforcement Learning

Learning Agents

Multi Agent Environments

Top Venues

Neural Comput. Appl.

Publications

Alain Andres, Esther Villar-Rodriguez, Javier Del Ser
Collaborative training of heterogeneous reinforcement learning agents in environments with sparse rewards: what and when to share? Neural Comput. Appl. 35 (23) (2023)
Javier Del Ser, Alain Andres, Miren Nekane Bilbao, Ibai Laña, Jesus L. Lobo
Evolutionary Multi-Objective Quantization of Randomization-Based Neural Networks. SSCI (2023)
Alain Andres, Lukas Schäfer, Esther Villar-Rodriguez, Stefano V. Albrecht, Javier Del Ser
Using Offline Data to Speed-up Reinforcement Learning in Procedurally Generated Environments. CoRR (2023)
Alain Andres, Daochen Zha, Javier Del Ser
Enhanced Generalization through Prioritization and Diversity in Self-Imitation Reinforcement Learning over Procedural Environments with Sparse Rewards. CoRR (2023)
Alain Andres, Daochen Zha, Javier Del Ser
Enhanced Generalization Through Prioritization and Diversity in Self-Imitation Reinforcement Learning Over Procedural Environments with Sparse Rewards. SSCI (2023)
Alain Andres, Esther Villar-Rodriguez, Javier Del Ser
Collaborative Training of Heterogeneous Reinforcement Learning Agents in Environments with Sparse Rewards: What and When to Share? CoRR (2022)
Alain Andres, Esther Villar-Rodriguez, Javier Del Ser
An Evaluation Study of Intrinsic Motivation Techniques applied to Reinforcement Learning over Hard Exploration Environments. CoRR (2022)
Alain Andres, Esther Villar-Rodriguez, Javier Del Ser
An Evaluation Study of Intrinsic Motivation Techniques Applied to Reinforcement Learning over Hard Exploration Environments. CD-MAKE (2022)
Alain Andres, Esther Villar-Rodriguez, Javier Del Ser
Towards Improving Exploration in Self-Imitation Learning using Intrinsic Motivation. SSCI (2022)
Alain Andres, Esther Villar-Rodriguez, Javier Del Ser
Towards Improving Exploration in Self-Imitation Learning using Intrinsic Motivation. CoRR (2022)
Alain Andres, Esther Villar-Rodriguez, Aritz D. Martinez, Javier Del Ser
Collaborative Exploration and Reinforcement Learning between Heterogeneously Skilled Agents in Environments with Sparse Rewards. IJCNN (2021)