Publication

Augmented Memory: Sample-Efficient Generative Molecular Design with Reinforcement Learning

About
Privacy
Disclaimer

Graph Chatbot

Chat with Graph Search

Ask any question about EPFL courses, lectures, exercises, research, news, etc. or try the example questions below.

DISCLAIMER: The Graph Chatbot is not programmed to provide explicit or categorical answers to your questions. Rather, it transforms your questions into API requests that are distributed across the various IT services officially administered by EPFL. Its purpose is solely to collect and recommend relevant references to content that you can explore to help you answer your questions.

Augmented Memory: Sample-Efficient Generative Molecular Design with Reinforcement Learning

Graph Chatbot

Chat with Graph Search

A ride time-oriented scheduling algorithm for dial-a-ride problems

Stochastic adaptive resampling for the estimation of discrete choice models

Artificial intelligence for natural product drug discovery

A combined genetic algorithm and active learning approach to build and test surrogate models in Process Systems Engineering

Augmented Lagrangian Methods for Provable and Scalable Machine Learning

Bridging the gap between model-driven and data-driven methods in the era of Big Data

Multi-Level Monte Carlo Methods for Uncertainty Quantification and Risk-Averse Optimisation

Finding a vocation for validation: taking proteomics beyond association and location

Estimation of discrete choice models with hybrid stochastic adaptive batch size algorithms

A Reinforcement Learning Approach to Train Routing and Scheduling