Publications d'Artem Zholus

Artem Zholus

Domaines de recherche: Traitement du langage naturel, Apprentissage profond par renforcement

Activité

Unraveling the Complexity of Memory in RL Agents: An Approach for Classification and Evaluation
Egor Cherepanov, Nikita Kachaev, Artem Zholus, Alexey K. Kovalev et Aleksandr I. Panov
In ArXiv, 2024.
#RL
[arXiv]
Interpretability in Action: Exploratory Analysis of VPT, a Minecraft Agent
Karolis Jucys, George Adamopoulos, Mehrab Hamidi, Stephanie Milani, Mohammad Reza Samsami, Artem Zholus, Sonia Joseph, Blake Richards, Irina Rish et Özgür Şimşek
In ArXiv, 2024.
#Other
[arXiv]
IDAT: A Multi-Modal Dataset and Toolkit for Building and Evaluating Interactive Task-Solving Agents
Shrestha Mohanty, Negar Arabzadeh, Andrea Tupini, Yuxuan Sun, Alexey Skrynnik, Artem Zholus, Marc-Alexandre Côté et Julia Kiseleva
In ArXiv, 2024.
#NLP
[arXiv]

BindGPT: A Scalable Framework for 3D Molecular Design via Language Modeling and Reinforcement Learning
Artem Zholus, Maksim Kuznetsov, Roman Schutski, Rim Shayakhmetov, Daniil Polykovskiy, Sarath Chandar et Alex Zhavoronkov
AAAI Conference on Artificial Intelligence (AAAI), 2025.
#DL, #RL
[arXiv], [website]

Mastering Memory Tasks with World Models
Mohammad Reza Samsami*, Artem Zholus*, Janarthanan Rajendran et Sarath Chandar
International Conference on Learning Representations (ICLR), 2024. [Oral presentation.]
#RL, #DL
[openreview], [arXiv]