SAINT: Attention-Based Policies for Discrete Combinatorial Action Spaces

Matthew Landers, Taylor W. Killian, Thomas Hartvigsen +1

The combinatorial structure of many real-world action spaces leads to exponential growth in the number of possible actions, limiting the effectiveness of conventional reinforcement…