Stefan O'Toole

According to our database, Stefan O'Toole authored at least 4 papers between 2021 and 2022.

Collaborative distances:

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

2022

The Intersection of Planning and Learning through Cost-to-go Approximations, Imitation and Symbolic Regression.

Stefan O'Toole

PhD thesis, 2022

Sampling from Pre-Images to Learn Heuristic Functions for Classical Planning.

Stefan O'Toole, Miquel Ramírez, Nir Lipovetzky, Adrian R. Pearce

CoRR, 2022

Sampling from Pre-Images to Learn Heuristic Functions for Classical Planning (Extended Abstract).

Stefan O'Toole, Miquel Ramírez, Nir Lipovetzky, Adrian R. Pearce

Proceedings of the Fifteenth International Symposium on Combinatorial Search, 2022

2021

Width-based Lookaheads with Learnt Base Policies and Heuristics Over the Atari-2600 Benchmark.

Stefan O'Toole, Nir Lipovetzky, Miquel Ramírez, Adrian R. Pearce

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021