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A survey and critique of multiagent deep reinforcement learning
A survey and critique of multiagent deep reinforcement learning
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A survey and critique of multiagent deep reinforcement learning

Hernandez-Leal, Pablo ; Kartal, Bilal ; Taylor, Matthew E.

Autonomous agents and multi-agent systems, 2019-11, Vol.33 (6), p.750-797 [Periódico revisado por pares]

New York: Springer US

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2
Generating Believable Stories in Large Domains
Generating Believable Stories in Large Domains
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Generating Believable Stories in Large Domains

Kartal, Bilal ; Koenig, John ; Guy, Stephen

Proceedings of the AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment, 2021-06, Vol.9 (4), p.30-36

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3
Data Driven Sokoban Puzzle Generation with Monte Carlo Tree Search
Data Driven Sokoban Puzzle Generation with Monte Carlo Tree Search
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Data Driven Sokoban Puzzle Generation with Monte Carlo Tree Search

Kartal, Bilal ; Sohre, Nick ; Guy, Stephen

Proceedings of the AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment, 2021-06, Vol.12 (1), p.58-64

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4
A Very Condensed Survey and Critique of Multiagent Deep Reinforcement Learning
A Very Condensed Survey and Critique of Multiagent Deep Reinforcement Learning
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A Very Condensed Survey and Critique of Multiagent Deep Reinforcement Learning

Hernandez-Leal, Pablo ; Kartal, Bilal ; Taylor, Matthew E.

Proceedings of the 19th International Conference on Autonomous Agents and MultiAgent Systems, 2020, p.2146-2148

Richland, SC: International Foundation for Autonomous Agents and Multiagent Systems

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5
Work in Progress: Temporally Extended Auxiliary Tasks
Work in Progress: Temporally Extended Auxiliary Tasks
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Work in Progress: Temporally Extended Auxiliary Tasks

Sherstan, Craig ; Kartal, Bilal ; Hernandez-Leal, Pablo ; Taylor, Matthew E

arXiv.org, 2020-04

Ithaca: Cornell University Library, arXiv.org

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6
Action Guidance with MCTS for Deep Reinforcement Learning
Action Guidance with MCTS for Deep Reinforcement Learning
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Action Guidance with MCTS for Deep Reinforcement Learning

Kartal, Bilal ; Hernandez-Leal, Pablo ; Taylor, Matthew E.

Proceedings of the AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment, 2019-10, Vol.15 (1), p.153-159

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7
On Hard Exploration for Reinforcement Learning: A Case Study in Pommerman
On Hard Exploration for Reinforcement Learning: A Case Study in Pommerman
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On Hard Exploration for Reinforcement Learning: A Case Study in Pommerman

Gao, Chao ; Kartal, Bilal ; Hernandez-Leal, Pablo ; Taylor, Matthew E.

Proceedings of the AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment, 2019-10, Vol.15 (1), p.24-30

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8
Terminal Prediction as an Auxiliary Task for Deep Reinforcement Learning
Terminal Prediction as an Auxiliary Task for Deep Reinforcement Learning
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Terminal Prediction as an Auxiliary Task for Deep Reinforcement Learning

Kartal, Bilal ; Hernandez-Leal, Pablo ; Taylor, Matthew E.

Proceedings of the AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment, 2019-10, Vol.15 (1), p.38-44

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9
Agent Modeling as Auxiliary Task for Deep Reinforcement Learning
Agent Modeling as Auxiliary Task for Deep Reinforcement Learning
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Agent Modeling as Auxiliary Task for Deep Reinforcement Learning

Hernandez-Leal, Pablo ; Kartal, Bilal ; Taylor, Matthew E.

Proceedings of the AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment, 2019-10, Vol.15 (1), p.31-37

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10
A Survey and Critique of Multiagent Deep Reinforcement Learning
A Survey and Critique of Multiagent Deep Reinforcement Learning
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A Survey and Critique of Multiagent Deep Reinforcement Learning

Hernandez-Leal, Pablo ; Kartal, Bilal ; Taylor, Matthew E

arXiv.org, 2019-08

Ithaca: Cornell University Library, arXiv.org

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