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Reinforcement learning revisited

2019/35/O/ST6/03464

Keywords:

machine learning reinforcement learning artificial intelligence

Descriptors:

  • ST6_7: Artificial intelligence, intelligent systems, multi-agent systems

Panel:

ST6 - Computer science and informatics: informatics and information systems, computer science, scientific computing, intelligent systems

Host institution :

Instytut Matematyczny Polskiej Akademii Nauk

woj.

Other projects carried out by the institution 

Principal investigator (from the host institution):

dr hab. Piotr Rafał Miłoś 

Number of co-investigators in the project: 2

Call: PRELUDIUM BIS 1 - announced on 2019-09-16

Amount awarded: 532 800 PLN

Project start date (Y-m-d): 2020-10-01

Project end date (Y-m-d): 2025-09-30

Project duration:: 60 months (the same as in the proposal)

Project status: Pending project

Project description

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Note - project descriptions were prepared by the authors of the applications themselves and placed in the system in an unchanged form.

Information in the final report

  • Articles in post-conference publications (7)
  1. Fast and Precise: Adjusting Planning Horizon with Adaptive Subgoal Search
    Authors:
    Michał Zawalski, Michał Tyrolski, Konrad Czechowski, Tomasz Odrzygóźdź, Damian Stachura, Piotr Piękos, Yuhuai Wu, Łukasz Kuciński, Piotr Miłoś
    Conference:
    ICLR 2023 (rok: 2023, tom: ICLR 2023, strony: n/a), Wydawca: n/a
    Data:
    konferencja 1-5.05.2023
    Status:
    Published
    DOI:
    10.48550/arXiv.2206.00702 - link to the publication
  2. Off-Policy Correction For Multi-Agent Reinforcement Learning
    Authors:
    Michał Zawalski, Błażej Osiński, Henryk Michalewski, Piotr Miłoś
    Conference:
    AAMAS '22: Proceedings of the 21st International Conference on Autonomous Agents and Multiagent Systems (rok: 2022, tom: AAMAS 2022, strony: 45660), Wydawca: International Foundation for Autonomous Agents and Multiagent Systems
    Data:
    konferencja 9-13.05.2022
    Status:
    Accepted for publication
  3. Robotic Control via Embodied Chain-of-Thought Reasoning
    Authors:
    Michał Zawalski, William Chen, Karl Pertsch, Oier Mees, Chelsea Finn, Sergey Levine
    Conference:
    Proceedings of Machine Learning Research, vol. 270 (rok: 2024, tom: Conference on Robotic Learning, strony: 3157-3181), Wydawca: n/d
    Data:
    konferencja 6-9.11.2024.
    Status:
    Published
    DOI:
    10.48550/arXiv.2407.08693 - link to the publication
  4. Off-Policy Correction For Multi-Agent Reinforcement Learning
    Authors:
    Michał Zawalski, Błażej Osiński, Henryk Michalewski, Piotr Miłoś
    Conference:
    AAMAS '22: Proceedings of the 21st International Conference on Autonomous Agents and Multiagent Systems (rok: 2022, tom: AAMAS 2022, strony: 45660), Wydawca: International Foundation for Autonomous Agents and Multiagent Systems
    Data:
    konferencja 9-13.05.2022
    Status:
    Accepted for publication
  5. Fast and Precise: Adjusting Planning Horizon with Adaptive Subgoal Search
    Authors:
    Michał Zawalski, Michał Tyrolski, Konrad Czechowski, Tomasz Odrzygóźdź, Damian Stachura, Piotr Piękos, Yuhuai Wu, Łukasz Kuciński, Piotr Miłoś
    Conference:
    ICLR 2023 (rok: 2023, tom: ICLR 2023, strony: n/a), Wydawca: n/a
    Data:
    konferencja 1-5.05.2023
    Status:
    Published
    DOI:
    10.48550/arXiv.2206.00702 - link to the publication
  6. Off-Policy Correction For Multi-Agent Reinforcement Learning
    Authors:
    Michał Zawalski, Błażej Osiński, Henryk Michalewski, Piotr Miłoś
    Conference:
    n/d (rok: 2022, tom: AAMAS 2022, strony: 45660), Wydawca: International Foundation for Autonomous Agents and Multiagent Systems
    Data:
    konferencja 9-13.05.2022
    Status:
    Accepted for publication
  7. Off-Policy Correction For Multi-Agent Reinforcement Learning
    Authors:
    Michał Zawalski, Błażej Osiński, Henryk Michalewski, Piotr Miłoś
    Conference:
    AAMAS '22: Proceedings of the 21st International Conference on Autonomous Agents and Multiagent Systems (rok: 2022, tom: AAMAS 2022, strony: 45660), Wydawca: International Foundation for Autonomous Agents and Multiagent Systems
    Data:
    konferencja 9-13.05.2022
    Status:
    Accepted for publication

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