Jaromír Janisch

Symbolic Relational Deep Reinforcement Learning based on Graph Neural Networks.

2020 · arXiv (Cornell University)

We focus on reinforcement learning (RL) in relational problems that are naturally defined in terms of objects, their relations, and manipulations. These problems are characterized by variable state and action spaces, and finding a fixed-length …