2 citations · 3 across the 9 of their papers we have counts for
9 papers
Signed Dual Attention: Capturing Signed Dependencies in Time Series Forecasting
Balthazar Courvoisier, Tristan Cazenave
Initially developed for natural language processing, Transformer architectures and attention mechanisms are now central to a wide range of deep learning models, including applicati…
The Montparnasse Algorithm for RNA Design
Tristan Cazenave
RNA design consists of discovering a nucleotide sequence that optimizes predefined criteria, such as secondary structure. It is useful for synthetic biology, medicine, and nanotech…
BeeRNA: tertiary structure-based RNA inverse folding using Artificial Bee Colony
Mehyar Mlaweh, Tristan Cazenave, Ines Alaya
The Ribonucleic Acid (RNA) inverse folding problem, designing nucleotide sequences that fold into specific tertiary structures, is a fundamental computational biology problem with…
SpinGPT: A Large-Language-Model Approach to Playing Poker Correctly
Narada Maugin, Tristan Cazenave
The Counterfactual Regret Minimization (CFR) algorithm and its variants have enabled the development of pokerbots capable of beating the best human players in heads-up (1v1) cash g…
Eterna is Solved
Tristan Cazenave
RNA design consists of discovering a nucleotide sequence that folds into a target secondary structure. It is useful for synthetic biology, medicine, and nanotechnology. We propose…
BrAIcht, a theatrical agent that speaks like Bertolt Brecht's characters
Baz Roland, Kristina Malyseva, Anna Pappa +1
This project introduces BrAIcht, an AI conversational agent that creates dialogues in the distinctive style of the famous German playwright Bertolt Brecht. BrAIcht is fine-tuned us…
Monte Carlo Search Algorithms Discovering Monte Carlo Tree Search Exploration Terms
Tristan Cazenave
Monte Carlo Tree Search and Monte Carlo Search have good results for many combinatorial problems. In this paper we propose to use Monte Carlo Search to design mathematical expressi…
Generalized Nested Rollout Policy Adaptation with Limited Repetitions
Tristan Cazenave
Generalized Nested Rollout Policy Adaptation (GNRPA) is a Monte Carlo search algorithm for optimizing a sequence of choices. We propose to improve on GNRPA by avoiding too determin…
The αμ Search Algorithm for the Game of Bridge
Tristan Cazenave, Véronique Ventos
αμ is an anytime heuristic search algorithm for incomplete information games that assumes perfect information for the opponents. αμ addresses the strategy fusion and non-locality p…