Johan Källström

Orcid: 0000-0002-4144-4893

According to our database1, Johan Källström authored at least 10 papers between 2020 and 2024.

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

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2024
Utility-Based Reinforcement Learning: Unifying Single-objective and Multi-objective Reinforcement Learning.
Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems, 2024

2023
Reinforcement Learning for Improved Utility of Simulation-Based Training.
PhD thesis, 2023

Model-Based Actor-Critic for Multi-Objective Reinforcement Learning with Dynamic Utility Functions.
Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, 2023

A Brief Guide to Multi-Objective Reinforcement Learning and Planning.
Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, 2023

Scalar Reward is Not Enough.
Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, 2023

2022
Scalar reward is not enough: a response to Silver, Singh, Precup and Sutton (2021).
Auton. Agents Multi Agent Syst., 2022

A practical guide to multi-objective reinforcement learning and planning.
Auton. Agents Multi Agent Syst., 2022

2020
Agent Coordination in Air Combat Simulation using Multi-Agent Deep Reinforcement Learning.
Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020

Improving Usability of Search and Rescue Decision Support Systems: WARA-PS Case Study.
Proceedings of the 25th IEEE International Conference on Emerging Technologies and Factory Automation, 2020

Adaptive Agent-Based Simulation for Individualized Training.
Proceedings of the 19th International Conference on Autonomous Agents and Multiagent Systems, 2020


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