Heiko Hoppe

According to our database, Heiko Hoppe authored at least 4 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Breaking the Grid: Distance-Guided Reinforcement Learning in Large Discrete and Hybrid Action Spaces.

Heiko Hoppe, Fabian Akkerman, Wouter van Heeswijk, Maximilian Schiffer

CoRR, February, 2026

Combinatorial Optimization Augmented Machine Learning.

Maximilian Schiffer, Heiko Hoppe, Yue Su, Louis Bouvier, Axel Parmentier

CoRR, January, 2026

2025

Structured Reinforcement Learning for Combinatorial Decision-Making.

Heiko Hoppe, Léo Baty, Louis Bouvier, Axel Parmentier, Maximilian Schiffer

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

2024

Global rewards in multi-agent deep reinforcement learning for autonomous mobility on demand systems.

Heiko Hoppe, Tobias Enders, Quentin Cappart, Maximilian Schiffer

Proceedings of the 6th Annual Learning for Dynamics & Control Conference, 2024