This is the official implementation for COSMOS: a method to learn Pareto fronts that scales to large datasets and deep models.
☆40May 25, 2021Updated 5 years ago
Alternatives and similar repositories for cosmos
Users that are interested in cosmos are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [AAAI-23] Improving Pareto Front Learning via Multi-Sample Hypernetworks☆10Aug 22, 2024Updated 2 years ago
- Code for Neural Information Processing Systems (NeurIPS) 2019 paper: Pareto Multi-Task Learning☆144Jan 2, 2020Updated 6 years ago
- ☆25Oct 25, 2023Updated 2 years ago
- [NeurIPS 2021 | AIJ 2024] Multi-Objective Meta Learning☆18Jul 31, 2024Updated 2 years ago
- N-Tuple Bandit Evolutionary Algorithm☆14May 8, 2020Updated 6 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- ☆18Dec 6, 2021Updated 4 years ago
- Policy Transfer across Visual and Dynamics Domain Gaps via Iterative Grounding (RSS 2021)☆12Oct 22, 2021Updated 4 years ago
- 🦾Distributed Natural Evolution Strategies Build with PyTorch and Ray☆18Jul 20, 2018Updated 8 years ago
- A pytorch toolbox designed for experimentation using a generalization of the Resnet design.☆15Jul 6, 2023Updated 3 years ago
- ☆54Jul 22, 2021Updated 5 years ago
- ☆12Jan 30, 2021Updated 5 years ago
- Meta-Learning-based Deep Reinforcement Learning for Multiobjective Optimization Problems☆38Jun 11, 2024Updated 2 years ago
- ☆39Nov 3, 2023Updated 2 years ago
- Code for the paper Adaptive Auxiliary Task Weighting for Reinforcement Learning☆27Jun 29, 2020Updated 6 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- [ICML 2023] Meta-SAGE: Scale Meta-Learning Scheduled Adaptation with Guided Exploration for Mitigating Scale Shift on Combinatorial Optim…☆11Dec 19, 2023Updated 2 years ago
- Ordered Preference Elicitation Strategies for Multi-Objective Decision Making using Gaussian Processes☆23Jul 25, 2018Updated 8 years ago
- Official repository of "Pareto Manifold Learning: Tackling multiple tasks via ensembles of single-task models" [ICML 2023]☆26Jun 30, 2026Updated 2 months ago
- ☆11Feb 17, 2025Updated last year
- Official code for paper: Conservative objective models are a special kind of contrastive divergence-based energy model☆14Aug 15, 2023Updated 3 years ago
- ☆17Oct 12, 2023Updated 2 years ago
- Implementation of "ToupleGDD: A Fine-Designed Solution of Influence Maximization by Deep Reinforcement Learning" (https://arxiv.org/abs/2…☆32Oct 17, 2022Updated 3 years ago
- ☆12Mar 1, 2022Updated 4 years ago
- Posted at AAAI 2023☆11Sep 4, 2025Updated last year
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- ☆12May 8, 2024Updated 2 years ago
- Greed is Good: Exploration and Exploitation Trade-offs in Bayesian Optimisation☆10May 20, 2021Updated 5 years ago
- Generating Weather Model Ensembles Using ecmwf-lab/ai-models☆17Updated this week
- ☆13Jun 26, 2020Updated 6 years ago
- Rainfall guage open-data API demonstrator app☆16Apr 3, 2017Updated 9 years ago
- LibMOON is a standard and flexible framework to study gradient-based multiobjective optimization.☆143Mar 28, 2025Updated last year
- Code for the paper "Mehta, S. V., Patil, D., Chandar, S., & Strubell, E. (2023). An Empirical Investigation of the Role of Pre-training i…☆18Mar 18, 2024Updated 2 years ago
- original source code of the ASE 2019 paper: Wuji: Automatic Online Combat Game Testing Using Evolutionary Deep Reinforcement Learning☆28Jun 8, 2020Updated 6 years ago
- implementation of our IJCAI'24 paper "Cross-Problem Learning for Solving Vehicle Routing Problems".☆20Aug 17, 2024Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- A Hybrid Method of Exponential Smoothing and Recurrent Neural Networks for Multivariate Time Series Forecasting☆13Oct 25, 2022Updated 3 years ago
- Codes for Paper "Delay-Aware Multi-Agent Reinforcement Learning".☆61Sep 17, 2020Updated 6 years ago
- Optimal transport on Multilayer networks☆17Feb 5, 2025Updated last year
- ☆36Mar 25, 2023Updated 3 years ago
- ☆67Feb 16, 2023Updated 3 years ago
- Source code for Neural Information Processing Systems (NeurIPS) 2018 paper "Multi-Task Learning as Multi-Objective Optimization"☆1,066Sep 2, 2024Updated 2 years ago
- System papers for connected and autonomous vehicle research☆14Apr 14, 2023Updated 3 years ago