Ercüment Ilhan

According to our database, Ercüment Ilhan authored at least 10 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

TRACE: Transformer-based user Representations from Attributed Clickstream Event sequences.

William Black, Alexander Manlove, Jack Pennington, Andrea Marchini, Ercument Ilhan, Vilda Markeviciute

CoRR, 2024

2023

AdaptEx: A Self-Service Contextual Bandit Platform.

William Black, Ercument Ilhan, Andrea Marchini, Vilda Markeviciute

Proceedings of the 17th ACM Conference on Recommender Systems, 2023

2022

Student-Initiated Action Advising via Advice Novelty.

Ercument Ilhan, Jeremy Gow, Diego Perez Liebana

IEEE Trans. Games, 2022

Methodical Advice Collection and Reuse in Deep Reinforcement Learning.

Sahir, Ercüment Ilhan, Srijita Das, Matthew E. Taylor

CoRR, 2022

2021

Learning on a Budget via Teacher Imitation.

Ercüment Ilhan, Jeremy Gow, Diego Pérez-Liébana

Proceedings of the 2021 IEEE Conference on Games (CoG), 2021

Action Advising with Advice Imitation in Deep Reinforcement Learning.

Ercument Ilhan, Jeremy Gow, Diego Perez Liebana

Proceedings of the AAMAS '21: 20th International Conference on Autonomous Agents and Multiagent Systems, 2021

2020

Student-Initiated Action Advising via Advice Novelty.

Ercument Ilhan, Diego Perez Liebana

CoRR, 2020

2019

Teaching on a Budget in Multi-Agent Deep Reinforcement Learning.

Ercüment Ilhan, Jeremy Gow, Diego Pérez-Liébana

Proceedings of the IEEE Conference on Games, 2019

Analysis of Statistical Forward Planning Methods in Pommerman.

Diego Perez Liebana, Raluca D. Gaina, Olve Drageset, Ercüment Ilhan, Martin Balla, Simon M. Lucas

Proceedings of the Fifteenth AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment, 2019

2017

Monte Carlo tree search with temporal-difference learning for general video game playing.

Ercument Ilhan, A. Sima Etaner-Uyar

Proceedings of the IEEE Conference on Computational Intelligence and Games, 2017