30 citations · 30 across the 5 of their papers we have counts for
5 papers
GenPlanX. Generation of Plans and Execution
Daniel Borrajo, Giuseppe Canonaco, Tomás de la Rosa +10
Classical AI Planning techniques generate sequences of actions for complex tasks. However, they lack the ability to understand planning tasks when provided using natural language.…
On the Temporal Question-Answering Capabilities of Large Language Models Over Anonymized Data
Alfredo Garrachón Ruiz, Tomás de la Rosa, Daniel Borrajo
The applicability of Large Language Models (LLMs) in temporal reasoning tasks over data that is not present during training is still a field that remains to be explored. In this pa…
TRIM: Token Reduction and Inference Modeling for Cost-Effective Language Generation
Alfredo Garrachón Ruiz, Tomás de la Rosa, Daniel Borrajo
The high inference cost of Large Language Models (LLMs) poses challenges, especially for tasks requiring lengthy outputs. However, natural language often contains redundancy, which…
Planning for the Efficient Updating of Mutual Fund Portfolios
Tomás de la Rosa
Once there is a decision of rebalancing or updating a portfolio of funds, the process of changing the current portfolio to the target one, involves a set of transactions that are s…
Scaling up Heuristic Planning with Relational Decision Trees
Tomas De la Rosa, Sergio Jimenez, Raquel Fuentetaja +1
Current evaluation functions for heuristic planning are expensive to compute. In numerous planning problems these functions provide good guidance to the solution, so they are worth…