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Relational Reinforcement Learning for Science Acceleration (GA24-11664S)
a range of critical domains including drug discovery and safe reinforcement learning.Neural networks are increasingly being used for learning in scientific domains on recent developments in learning techniques for...
Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
- 2024 - 2026 •
- 8 775 tis. Kč •
- 7 932 tis. Kč •
- GA ČR
Řešení projektu: 1. 1. 2024 - 31. 12. 2026
Uznané náklady
Podpora ze státního rozpočtu (90%)
Poskytovatel: Grantová agentura České republiky
Exploring International Expansion Strategies for Deep Reinforcement Learning-based Advanced Production Planning and Scheduling Software (TQ04000016)
The main objective is to prepare a feasibility study for expansion strategy into the EU region for our advanced production planning solution based on deep reinforcement learning and to determine the first target EU country to expand...
Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
- 2023 - 2024 •
- 1 304 tis. Kč •
- 652 tis. Kč •
- TA ČR
Řešení projektu: 1. 11. 2023 - 30. 4. 2024
Uznané náklady
Podpora ze státního rozpočtu (50%)
Poskytovatel: Technologická agentura ČR
Machine Learning for Multiscale Modelling of Spatial Variability and Fracture for Sustainable Concrete Structures (GA24-10892S)
of engineering design of complex reinforced concrete structures. However, excessive to continuum-based models for large scale computations using machine learning, models for fracture propagation in heterogeneous reinforced...
Civil engineering
- 2024 - 2026 •
- 10 149 tis. Kč •
- 9 312 tis. Kč •
- GA ČR
Řešení projektu: 1. 1. 2024 - 31. 12. 2026
Uznané náklady
Podpora ze státního rozpočtu (92%)
Poskytovatel: Grantová agentura České republiky
Taming the tail risks in financial markets with data-driven methods (GA24-11555S)
learning and reinforcement learning can help us to understand the behaviorThe project will develop a new family of models for identification of tail risks in financial markets from possibly large datasets using deep le...
Applied Economics, Econometrics
- 2024 - 2026 •
- 6 606 tis. Kč •
- 6 606 tis. Kč •
- GA ČR
Řešení projektu: 1. 1. 2024 - 31. 12. 2026
Uznané náklady
Podpora ze státního rozpočtu (100%)
Poskytovatel: Grantová agentura České republiky
Symbolic Regression for Reinforcement Learning in Continuous Spaces (GA15-22731S)
Reinforcement Learning (RL) algorithms can optimally solve dynamic decision and control problems in engineering, economics, medicine, artificial intelligence and other disciplines. However, state-of-the-art RL methods still have not...
JD - Využití počítačů, robotika a její aplikace
- 2015 - 2019 •
- 5 920 tis. Kč •
- 5 920 tis. Kč •
- GA ČR
Řešení projektu: 1. 1. 2015 - 29. 11. 2019
Uznané náklady
Podpora ze státního rozpočtu (100%)
Poskytovatel: Grantová agentura České republiky
Advancing Large Language Model Agents through Game Playing (GA25-18353S)
We target the enhancement of AI agents through the integration of Large Language Models (LLMs) with reinforcement learning and classical AI planning techniques in the domain of game playing. Our project outlines three objectives: (1...
Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
- 2025 - 2027 •
- 7 949 tis. Kč •
- 7 949 tis. Kč •
- GA ČR
Řešení projektu: 1. 1. 2025 - 31. 12. 2027
Uznané náklady
Podpora ze státního rozpočtu (100%)
Poskytovatel: Grantová agentura České republiky
Development of statistical methods for spoken dalogue systems (LK11221)
To study and improve methods for learning of statistical models used in dialogue systems. To create software infrastructure for remote training and evaluation. Release the developed dialogue system as an open-source. Create publicly availabl...
AM - Pedagogika a školství
- 2012 - 2016 •
- 12 478 tis. Kč •
- 12 478 tis. Kč •
- MŠMT
Řešení projektu: 1. 4. 2012 - 31. 12. 2016
Uznané náklady
Podpora ze státního rozpočtu (100%)
Poskytovatel: Ministerstvo školství, mládeže a tělovýchovy
Robust motion planning and control on rough unstructured terrain (GA17-08842S)
The proposed project aims to provide research contributions to the field of robust motion planning and control. Our main contribution stems from the design of unifying exploration-learning-planning loop for complex robots, which are not easy...
JD - Využití počítačů, robotika a její aplikace
- 2017 - 2019 •
- 4 090 tis. Kč •
- 3 556 tis. Kč •
- GA ČR
Řešení projektu: 1. 1. 2017 - 31. 12. 2019
Uznané náklady
Podpora ze státního rozpočtu (87%)
Poskytovatel: Grantová agentura České republiky
VESCAA Verifiable and Efficient Synthesis of Controllers for Autonomous Agents (GA23-06963S)
methods prioritise safety and reinforcement learning prioritises scalability) and risk-aware learning (improving the safety guarantees).......
Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
- 2023 - 2025 •
- 11 529 tis. Kč •
- 9 941 tis. Kč •
- GA ČR
Řešení projektu: 1. 3. 2023 - 31. 12. 2025
Uznané náklady
Podpora ze státního rozpočtu (86%)
Poskytovatel: Grantová agentura České republiky
Optimal design and control of energy systems using artificial intelligence (TS01030053)
algorithms for reinforcement learning, which have the ability to efficiently design...
Energy and fuels
- 2024 - 2027 •
- 10 106 tis. Kč •
- 8 591 tis. Kč •
- TA ČR
Řešení projektu: 1. 5. 2024 - 31. 12. 2027
Uznané náklady
Podpora ze státního rozpočtu (85%)
Poskytovatel: Technologická agentura ČR
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