Bilal Kartal
Bilal Kartal
Researcher, Borealis AI
Verified email at cs.umn.edu - Homepage
TitleCited byYear
User-driven narrative variation in large story domains using monte carlo tree search
B Kartal, J Koenig, SJ Guy
Proceedings of the 2014 international conference on Autonomous agents and …, 2014
292014
Stochastic tree search with useful cycles for patrolling problems
B Kartal, J Godoy, I Karamouzas, SJ Guy
2015 IEEE International Conference on Robotics and Automation (ICRA), 1289-1294, 2015
232015
Is multiagent deep reinforcement learning the answer or the question? A brief survey
P Hernandez-Leal, B Kartal, ME Taylor
arXiv preprint arXiv:1810.05587, 2018
222018
Monte carlo tree search with branch and bound for multi-robot task allocation
B Kartal, E Nunes, J Godoy, M Gini
The IJCAI-16 Workshop on Autonomous Mobile Service Robots, 2016
132016
Monte Carlo Tree Search for Multi-Robot Task Allocation
B Kartal, E Nunes, J Godoy, M Gini
Thirtieth AAAI Conference on Artificial Intelligence, 4222-4223, 2016
112016
Generating sokoban puzzle game levels with monte carlo tree search
B Kartal, N Sohre, S Guy
The IJCAI-16 Workshop on General Game Playing, 47, 2016
92016
Data Driven Sokoban Puzzle Generation with Monte Carlo Tree Search
B Kartal, N Sohre, SJ Guy
Twelfth Artificial Intelligence and Interactive Digital Entertainment Conference, 2016
82016
Using Monte Carlo Tree Search as a Demonstrator within Asynchronous Deep RL
B Kartal, P Hernandez-Leal, ME Taylor
AAAI-19 Workshop on Reinforcement Learning in Games, 2018
72018
Generating believable stories in large domains
B Kartal, J Koenig, SJ Guy
Ninth Artificial Intelligence and Interactive Digital Entertainment Conference, 2013
72013
Skynet: A Top Deep RL Agent in the Inaugural Pommerman Team Competition
C Gao, P Hernandez-Leal, B Kartal, ME Taylor
4th Multidisciplinary Conference on Reinforcement Learning and Decision …, 2019
62019
Agent Modeling as Auxiliary Task for Deep Reinforcement Learning
P Hernandez-Leal, B Kartal, ME Taylor
Proceedings of the AAAI Conference on Artificial Intelligence and …, 2019
52019
On Hard Exploration for Reinforcement Learning: A Case Study in Pommerman
C Gao, B Kartal, P Hernandez-Leal, ME Taylor
Proceedings of the AAAI Conference on Artificial Intelligence and …, 2019
32019
Safer Deep RL with Shallow MCTS: A Case Study in Pommerman
B Kartal, P Hernandez-Leal, C Gao, ME Taylor
AAMAS Workshop on Adaptive Learning Agents, 2019
32019
Call of duty: Can Turkey benefit from crowd-sourced serious games to strengthen its cyber security capabilities?
U Tellioglu, B Kartal, M Simsek, O Eryilmaz
proceedings of 7th Int. Conf. on Information Security and Cryptology, 2014
32014
Monte Carlo Tree Search with Useful Cycles for Motion Planning
B Kartal
2015 IEEE International Conference on Robotics and Automation (ICRA) PhD Forum, 2015
22015
Action Guidance with MCTS for Deep Reinforcement Learning
B Kartal, P Hernandez-Leal, ME Taylor
Proceedings of the AAAI Conference on Artificial Intelligence and …, 2019
12019
Uncertainty-Aware Action Advising for Deep Reinforcement Learning Agents
FL Da Silva, P Hernandez-Leal, B Kartal, ME Taylor
12019
A survey and critique of multiagent deep reinforcement learning
P Hernandez-Leal, B Kartal, ME Taylor
Autonomous Agents and Multi-Agent Systems, 1-48, 2019
12019
Stochastic Planning in Large Search Spaces
B Kartal
Proceedings of the 25th International Joint Conference on Artificial …, 2016
12016
Towers of Saliency: A Reinforcement Learning Visualization Using Immersive Environments
N Douglas, D Yim, B Kartal, P Hernandez-Leal, F Maurer, ME Taylor
Proceedings of the 2019 ACM International Conference on Interactive Surfaces …, 2019
2019
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