lamda-bbo

All

21 repositories

Efficient-TDP
Public
Official implementation of DATE'25 paper "Timing-Driven Global Placement by Efficient Critical Path Extraction".
eda placement
C++
•0•0•0•0•Updated Jan 15, 2025Jan 15, 2025
maze
Public
Official implementation of IEEE TEvC'24 paper "Multi-Agent Zero-shot coordination by coEvolution"
multi-agent-reinforcement-learning human-ai-collaboration zero-shot-coordination
JavaScript
•
Mozilla Public License 2.0
•0•0•0•0•Updated Dec 30, 2024Dec 30, 2024
macro-regulator
Public
Official implementation of NeurIPS'24 paper "Reinforcement Learning Policy as Macro Regulator Rather than Macro Placer".
reinforcement-learning eda placement reinforcement-learning-playground electronic-design-automatic
C++
•1•12•0•0•Updated Dec 30, 2024Dec 30, 2024
BBOPlace-Bench
Public
Official implementation of paper "BBOPlace-Bench: Benchmarking Black-Box Optimization for Chip Placement".
benchmark eda evolutionary-algorithms black-box-optimization bayesian-optimization cma-es
Python
•2•6•0•0•Updated Dec 29, 2024Dec 29, 2024
BBOPlace-miniBench
Public
Python
•1•1•1•0•Updated Dec 22, 2024Dec 22, 2024
.github
Public
0•0•0•0•Updated Nov 29, 2024Nov 29, 2024
mcts-transfer
Public
Official implementation of NeurIPS'24 Spotlight paper "Monte Carlo Tree Search based Space Transfer for Black-box Optimization".
Python
•0•9•0•0•Updated Nov 28, 2024Nov 28, 2024
neural-solver-selection
Public
Python
•
MIT License
•0•4•0•0•Updated Oct 16, 2024Oct 16, 2024
offline-moo
Public
Official implementation of ICML'24 paper "Offline Multi-Objective Optimization".
optimization multi-objective-optimization black-box-optimization offline-optimization
Python
•4•17•2•0•Updated Oct 16, 2024Oct 16, 2024
MR-EMO
Public
Python
•0•0•0•0•Updated Aug 26, 2024Aug 26, 2024
PVD-EMO
Public
Official implementation of IJCAI'24 paper "Peptide Vaccine Design by Evolutionary Multi-objective Optimization."
evolutionary-algorithms multi-objective-optimization
Python
•1•0•0•0•Updated Jun 17, 2024Jun 17, 2024
BPODC
Public
Official implementation of PPSN'24 paper "Biased Pareto Optimization for Subset Selection with Dynamic Cost Constraints"
multi-objective-optimization multi-objective subset-selection
Python
•0•2•0•0•Updated Jun 17, 2024Jun 17, 2024
RefQD
Public
Official repository of ICML'24 paper "Quality-Diversity with Limited Resources".
reinforcement-learning neuroevolution evolutionary-algorithms quality-diversity resource-efficient
Python
•
MIT License
•0•3•0•0•Updated Jun 9, 2024Jun 9, 2024
CCL-SC
Public
Official implementation of ICML'24 paper Confidence-aware Contrastive Learning for Selective Classification.
Python
•
MIT License
•2•5•2•0•Updated Jun 3, 2024Jun 3, 2024
ELG
Public
Official implementation of IJCAI'24 paper "Towards Generalizable Neural Solvers for Vehicle Routing Problems via Ensemble with Transferrable Local Policy"
Python
•
MIT License
•6•4•0•0•Updated May 20, 2024May 20, 2024
CCQD
Public
Official implementation of ICLR'24 spotlight paper "Sample-Efficient Quality-Diversity by Cooperative Coevolution".
reinforcement-learning neuroevolution evolutionary-algorithms quality-diversity cooperative-coevolution
Python
•
MIT License
•0•4•0•0•Updated Mar 6, 2024Mar 6, 2024
sbokde
Public
Official implementation of AAAI'24 paper "Stochastic Bayesian Optimization with Unknown Continuous Context Distribution via Kernel Density Estimation"
Python
•
MIT License
•0•7•0•0•Updated Dec 12, 2023Dec 12, 2023
WireMask-BBO
Public
Official implementation of NeurIPS'23 paper "Macro Placement by Wire-Mask-Guided Black-Box Optimization"
eda evolutionary-algorithms black-box-optimization bayesian-optimization macro-placement
Perl
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MIT License
•4•19•0•0•Updated Oct 27, 2023Oct 27, 2023
NSS
Public
Official implementation of IJCAI'23 paper "Multi-objective Optimization-based Selection for Quality-Diversity by Non-surrounded-dominated Sorting"
evolutionary-algorithms multi-objective-optimization quality-diversity
Python
•
MIT License
•0•4•0•0•Updated Jul 9, 2023Jul 9, 2023
MCTS-VS
Public
Official implementation of NeurIPS'22 paper "Monte Carlo Tree Search based Variable Selection for High-Dimensional Bayesian Optimization"
bayesian-optimization optimization hyperparameter-optimization optimization-algorithms automl neural-architecture-search
Python
•6•34•0•0•Updated Mar 6, 2023Mar 6, 2023
madac
Public
Official implementation of NeurIPS22 paper “Multi-agent Dynamic Algorithm Configuration”
reinforcement-learning hyperparameter-optimization evolutionary-algorithms multi-objective-optimization multi-agent-reinforcement-learning reinforcement-learning-environments
Python
•
Apache License 2.0
•7•23•0•0•Updated Mar 6, 2023Mar 6, 2023