Sindre Benjamin Remman

According to our database, Sindre Benjamin Remman authored at least 5 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of six.
• Erdős number of five.

2024

Discovering Behavioral Modes in Deep Reinforcement Learning Policies Using Trajectory Clustering in Latent Space.

Sindre Benjamin Remman, Anastasios M. Lekkas

CoRR, 2024

Deep Reinforcement Learning Behavioral Mode Switching Using Optimal Control Based on a Latent Space Objective.

Sindre Benjamin Remman, Bjørn Andreas Kristiansen, Anastasios M. Lekkas

Proceedings of the 32nd Mediterranean Conference on Control and Automation, 2024

Using Shapley Additive Explanations to Explain a Deep Reinforcement Learning Agent Controlling a Turtlebot3 for Autonomous Navigation.

Sindre Benjamin Remman, Anastasios M. Lekkas

Proceedings of the 21st International Conference on Informatics in Control, 2024

2022

Causal versus Marginal Shapley Values for Robotic Lever Manipulation Controlled using Deep Reinforcement Learning.

Sindre Benjamin Remman, Inga Strümke, Anastasios M. Lekkas

Proceedings of the American Control Conference, 2022

2021

Robotic Lever Manipulation using Hindsight Experience Replay and Shapley Additive Explanations.

Sindre Benjamin Remman, Anastasios M. Lekkas

Proceedings of the 2021 European Control Conference, 2021