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11 rezultatov
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1. TD learning in Monte Carlo tree search
ALEKSANDRA DELEVA, 2015, magistrsko delo

Ključne besede: Monte Carlo tree search, Monte Carlo, tree search, upper confidence bounds for trees, temporal difference learning, reinforcement learning, artificial Intelligence
Celotno besedilo (datoteka, 6,73 MB)

2. Multi-objective adjustment of remaining useful life predictions based on reinforcement learning
Dominik Kozjek, Andreja Malus, Rok Vrabič, 2020, objavljeni znanstveni prispevek na konferenci

Ključne besede: predictive maintainance, remaining useful life, reinforcement learning
Celotno besedilo (datoteka, 1,28 MB) Gradivo ima več datotek! Več...

3. Use of relaxed stochastic controls in reinforcement learning
Jan Rems, 2021, magistrsko delo

Ključne besede: reinforcement learning, exploration, stochastic control theory, relaxed controls, dynamical programming, optimal investment strategy
Celotno besedilo (datoteka, 794,72 KB)

4. Reinforcement-learning-based route generation for heavy-traffic autonomous mobile robot systems
Dominik Kozjek, Andreja Malus, Rok Vrabič, 2021, izvirni znanstveni članek

Ključne besede: intralogistics, autonomous mobile robots, multi-robot cooperation, reinforcement learning, route planning
Celotno besedilo (datoteka, 23,99 MB) Gradivo ima več datotek! Več...

5. Reinforcement learning in Tarock
Domen Požrl, 2021, magistrsko delo

Ključne besede: reinforcement learning, Tarock, cards, game playing
Celotno besedilo (datoteka, 6,96 MB)

6. An architecture for sim-to-real and real-to-sim experimentation in robotic systems
Rok Vrabič, Gašper Škulj, Andreja Malus, Dominik Kozjek, Luka Selak, Drago Bračun, Primož Podržaj, 2021, objavljeni znanstveni prispevek na konferenci

Ključne besede: robotics, simulation, machine learning, reinforcement learning, digital twin
Celotno besedilo (datoteka, 1,65 MB) Gradivo ima več datotek! Več...

7. Using machine learning to train a shepherd dog
Tim Štromajer, 2022, diplomsko delo

Ključne besede: collective behaviour, shepherding, agent models, artificial intelligence, reinforcement learning, simulation
Celotno besedilo (datoteka, 1,92 MB)

8. Deep reinforcement learning for map-less goal-driven robot navigation
Matej Dobrevski, Danijel Skočaj, 2021, izvirni znanstveni članek

Ključne besede: mobile robotics, reinforcement learning, navigation, deep learning
Celotno besedilo (datoteka, 1,41 MB) Gradivo ima več datotek! Več...

9. Deep reinforcement learning for target-driven robot navigation
Matej Dobrevski, 2024, doktorska disertacija

Ključne besede: deep learning, reinforcement learning, mobile robotics, navigation, obstacle avoidance.
Celotno besedilo (datoteka, 23,71 MB)

10. Reinforcement learning-based anatomical maps for pancreas subregion and duct segmentation
Sepideh Amiri, Tomaž Vrtovec, Tamerlan Mustafaev, Christopher L. Deufel, Henrik S. Thomsen, Martin Hylleholt Sillesen, Erik Gudmann Steuble Brandt, Michael Brun Andersen, Christoph Felix Müller, Bulat Ibragimov, 2024, izvirni znanstveni članek

Ključne besede: medical image analysis, landmark detection, image segmentation, pancreas region, deep learning, reinforcement learning
Celotno besedilo (datoteka, 4,07 MB) Gradivo ima več datotek! Več...
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