Jakub Grudzien Kuba

According to our database1, Jakub Grudzien Kuba authored at least 12 papers between 2021 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
Functional Graphical Models: Structure Enables Offline Data-Driven Optimization.
CoRR, 2024

2023
Safe multi-agent reinforcement learning for multi-robot control.
Artif. Intell., June, 2023

IDQL: Implicit Q-Learning as an Actor-Critic Method with Diffusion Policies.
CoRR, 2023

Heterogeneous-Agent Reinforcement Learning.
CoRR, 2023

2022
Heterogeneous-Agent Mirror Learning: A Continuum of Solutions to Cooperative MARL.
CoRR, 2022

Understanding Value Decomposition Algorithms in Deep Cooperative Multi-Agent Reinforcement Learning.
CoRR, 2022

Multi-Agent Reinforcement Learning is a Sequence Modeling Problem.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Discovered Policy Optimisation.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Mirror Learning: A Unifying Framework of Policy Optimisation.
Proceedings of the International Conference on Machine Learning, 2022

Trust Region Policy Optimisation in Multi-Agent Reinforcement Learning.
Proceedings of the Tenth International Conference on Learning Representations, 2022

2021
Multi-Agent Constrained Policy Optimisation.
CoRR, 2021

Settling the Variance of Multi-Agent Policy Gradients.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021


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