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Bilal Kartal — most-cited papers & profile · Reinforcement Learning
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Bilal Kartal
7
papers ·
75
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Agent Modeling as Auxiliary Task for Deep Reinforcement Learning
2019 · 29 citations
Skynet: A Top Deep RL Agent in the Inaugural Pommerman Team Competition
2019 · 15 citations
Using Monte Carlo Tree Search as a Demonstrator within Asynchronous Deep RL
2018 · 7 citations
Safer Deep RL with Shallow MCTS: A Case Study in Pommerman
2019 · 5 citations
On Hard Exploration for Reinforcement Learning: a Case Study in Pommerman
2019 · 4 citations
Work in Progress: Temporally Extended Auxiliary Tasks
2020
Top co-authors
Pablo Hernández-Leal
· 6
Matthew E. Taylor
· 4
and Matthew E. Taylor
· 2
Chao Gao
· 2
Chao Gao
· 1
Craig Sherstan
· 1
Topics
Game AI
Multi-Agent
Model-Based RL
Safe RL
Exploration
Policy Gradient
Value-Based