☆53Feb 16, 2022Updated 4 years ago
Alternatives and similar repositories for design-bench
Users that are interested in design-bench are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆24Feb 16, 2022Updated 4 years ago
- Baselines for Model-Based Optimization installation fixes and compatible with newer AMPERE+ GPUs (e.g. 3090)☆11Apr 30, 2023Updated 2 years ago
- Baselines for Model-Based Optimization☆55Jan 23, 2022Updated 4 years ago
- Benchmarks for Model-Based Optimization☆97Apr 21, 2024Updated last year
- 📰 [TMLR 2026 Survey Certification] Must-Read Papers on Offline Model-Based Optimization 🔥☆29Jan 27, 2026Updated last month
- ☆18Mar 31, 2024Updated last year
- Code for Continual Learning of Control Primitives☆18Nov 11, 2020Updated 5 years ago
- Benchmark for Biophysical Sequence Optimization Algorithms☆20May 21, 2025Updated 10 months ago
- Code for Diagnosing Bottlenecks in Deep Q-learning. Contains implementations of tabular environments plus solvers.☆18May 14, 2019Updated 6 years ago
- [TMLR 2025 & ICLR 2025 DeLTa] Official Implementation of Design Editing for Offline Model-based Optimization 🧬 🤖☆10Apr 17, 2025Updated 11 months ago
- Code to accompany the paper "Mismatched No More: Joint Model-Policy Optimization for Model-Based RL"☆21Oct 6, 2021Updated 4 years ago
- This repository is the official implementation of the source code of the paper "B2Opt: Learning to Optimize Black-box Optimization with L…☆11Aug 16, 2024Updated last year
- ☆30Dec 23, 2025Updated 3 months ago
- ☆14Nov 2, 2022Updated 3 years ago
- Scaling Pareto-Efficient Decision Making via Offline Multi-Objective RL, published in ICLR 2023☆34Dec 7, 2024Updated last year
- Official implementation of ICML'24 paper "Offline Multi-Objective Optimization".☆24Jun 11, 2025Updated 9 months ago
- Official implementation of NeurIPS'24 Spotlight paper "Monte Carlo Tree Search based Space Transfer for Black-box Optimization".☆13Nov 28, 2024Updated last year
- ☆14May 31, 2022Updated 3 years ago
- Official Code for Guided Trajectory Generation with Diffusion Models for Offline Model-based Optimization (NIPS 2024)☆22Aug 15, 2024Updated last year
- ☆11Feb 11, 2024Updated 2 years ago
- The Official Code for Offline Model-based Adaptable Policy Learning (NeurIPS'21 & TPAMI)☆25Jan 16, 2024Updated 2 years ago
- ☆203Mar 25, 2023Updated 2 years ago
- Offline Contextual Bayesian Optimization☆14Jul 20, 2023Updated 2 years ago
- Reinforcement Learning via Supervised Learning☆72May 16, 2022Updated 3 years ago
- ☆14Jun 26, 2019Updated 6 years ago
- Code for A General Recipe for Likelihood-free Bayesian Optimization, ICML 2022☆46Jun 30, 2022Updated 3 years ago
- Code for the paper "Bounce: Reliable High-Dimensional Bayesian Optimization for Combinatorial and Mixed Spaces"☆15Apr 30, 2024Updated last year
- Benchmark functions for Bayesian optimization☆37Mar 12, 2024Updated 2 years ago
- Semi-Supervised Offline Reinforcement Learning with Action-Free Trajectories☆42Jul 16, 2023Updated 2 years ago
- [ICLR 2025] Official Implementation of ParetoFlow: Guided Flows in Multi-Objective Optimization🧬🧬🧬☆29Mar 3, 2025Updated last year
- Codebase of Deployment-Efficient Reinforcement Learning via Model-Based Offline Optimization (ICLR2021)☆54Jul 7, 2021Updated 4 years ago
- ☆14Dec 28, 2022Updated 3 years ago
- Conservative Q learning in Jax☆57Feb 7, 2023Updated 3 years ago
- EARL: Environment for Autonomous Reinforcement Learning☆37Nov 24, 2022Updated 3 years ago
- Benchmark framework to easily compare Bayesian optimization methods on real machine learning tasks☆158Jun 30, 2021Updated 4 years ago
- Official implementation of paper "BBOPlace-Bench: Benchmarking Black-Box Optimization for Chip Placement".☆27Dec 19, 2025Updated 3 months ago
- A simple and easy to use implementation of the soft actor-critic algorithm.☆15Sep 2, 2022Updated 3 years ago
- Code to accompany the paper "The Information Geometry of Unsupervised Reinforcement Learning"☆20Oct 6, 2021Updated 4 years ago
- Re-Examining Linear Embeddings for High-dimensional Bayesian Optimization☆42Sep 7, 2021Updated 4 years ago