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Alper Demir
ORCID
Publication Activity (10 Years)
Years Active: 2016-2023
Publications (10 Years): 9
Top Topics
Partially Observable
Partial Observability
Learning Agent
Hidden States
Top Venues
Int. J. Mach. Learn. Cybern.
Knowl. Eng. Rev.
AAMAS
Adv. Complex Syst.
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Publications
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Alper Demir
,
Erkin Çilden
,
Faruk Polat
Correction: Landmark based guidance for reinforcement learning agents under partial observability.
Int. J. Mach. Learn. Cybern.
14 (4) (2023)
Alper Demir
,
Erkin Çilden
,
Faruk Polat
Landmark based guidance for reinforcement learning agents under partial observability.
Int. J. Mach. Learn. Cybern.
14 (4) (2023)
Alper Demir
Learning what to memorize: Using intrinsic motivation to form useful memory in partially observable reinforcement learning.
Appl. Intell.
53 (16) (2023)
Alper Demir
,
Erkin Çilden
,
Faruk Polat
Generating Effective Initiation Sets for Subgoal-Driven options.
Adv. Complex Syst.
22 (2) (2019)
Alper Demir
,
Erkin Çilden
,
Faruk Polat
Landmark Based Reward Shaping in Reinforcement Learning with Hidden States.
AAMAS
(2019)
Alper Demir
,
Erkin Çilden
,
Faruk Polat
Automatic landmark discovery for learning agents under partial observability.
Knowl. Eng. Rev.
34 (2019)
Alper Demir
,
Erkin Çilden
,
Faruk Polat
A Concept Filtering Approach for Diverse Density to Discover Subgoals in Reinforcement Learning.
ICTAI
(2017)
Alper Demir
,
Erkin Çilden
,
Faruk Polat
A History Tree Heuristic to Generate Better Initiation Sets for Options in Reinforcement Learning.
ECAI
(2016)
Alper Demir
,
Erkin Çilden
,
Faruk Polat
Local Roots: A Tree-Based Subgoal Discovery Method to Accelerate Reinforcement Learning.
ECML/PKDD (2)
(2016)