Bootstrapped Training of Score-Conditioned Generator for Offline Design of Biological Sequences Paper • 2306.03111 • Published Jun 5, 2023
Learning Efficient Surrogate Dynamic Models with Graph Spline Networks Paper • 2310.16397 • Published Oct 25, 2023
Ensembling Prioritized Hybrid Policies for Multi-agent Pathfinding Paper • 2403.07559 • Published Mar 12, 2024
ReEvo: Large Language Models as Hyper-Heuristics with Reflective Evolution Paper • 2402.01145 • Published Feb 2, 2024
RouteFinder: Towards Foundation Models for Vehicle Routing Problems Paper • 2406.15007 • Published Jun 21, 2024
Parallel AutoRegressive Models for Multi-Agent Combinatorial Optimization Paper • 2409.03811 • Published Sep 5, 2024
CAMP: Collaborative Attention Model with Profiles for Vehicle Routing Problems Paper • 2501.02977 • Published Jan 6
RL4CO: an Extensive Reinforcement Learning for Combinatorial Optimization Benchmark Paper • 2306.17100 • Published Jun 29, 2023
Neural Solvers for Fast and Accurate Numerical Optimal Control Paper • 2203.08072 • Published Mar 13, 2022
Transform Once: Efficient Operator Learning in Frequency Domain Paper • 2211.14453 • Published Nov 26, 2022
DevFormer: A Symmetric Transformer for Context-Aware Device Placement Paper • 2205.13225 • Published May 26, 2022