Search Results for author: Giovanni Bonetta

Found 4 papers, 3 papers with code

Job Shop Scheduling via Deep Reinforcement Learning: a Sequence to Sequence approach

1 code implementation3 Aug 2023 Giovanni Bonetta, Davide Zago, Rossella Cancelliere, Andrea Grosso

We applied and tested our method in particular to some benchmark instances of Job Shop Problem, but this technique is general enough to be potentially used to tackle other different optimal job scheduling tasks with minimal intervention.

Combinatorial Optimization Job Shop Scheduling +2

Retrieval-Augmented Transformer-XL for Close-Domain Dialog Generation

no code implementations19 May 2021 Giovanni Bonetta, Rossella Cancelliere, Ding Liu, Paul Vozila

Transformer-based models have demonstrated excellent capabilities of capturing patterns and structures in natural language generation and achieved state-of-the-art results in many tasks.

Response Generation Retrieval +1

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