The Differentiable Cross-Entropy Method
☆124Aug 14, 2020Updated 5 years ago
Alternatives and similar repositories for dcem
Users that are interested in dcem are comparing it to the libraries listed below
Sorting:
- DrQ: Data regularized Q☆420Jan 13, 2023Updated 3 years ago
- Code for reproducing experiments in Model-Based Active Exploration, ICML 2019☆81Jul 23, 2019Updated 6 years ago
- Neural Fixed-Point Acceleration for Convex Optimization☆29Oct 6, 2022Updated 3 years ago
- The Limited Multi-Label Projection Layer☆59Jul 25, 2024Updated last year
- Inference on non-linear dynamical systems written in JAX☆11Aug 20, 2020Updated 5 years ago
- Hessian trace estimation using PyTorch and Hutch++☆20Oct 29, 2020Updated 5 years ago
- ☆213Jan 31, 2022Updated 4 years ago
- [NeurIPS 2020] Neural Manifold Ordinary Differential Equations (https://arxiv.org/abs/2006.10254)☆126Jul 6, 2023Updated 2 years ago
- JAX code for the paper "Control-Oriented Model-Based Reinforcement Learning with Implicit Differentiation"☆44Jun 14, 2021Updated 4 years ago
- Code for the Thermodynamic Variational Objective☆26Jun 21, 2022Updated 3 years ago
- Code for the paper Model-Predictive Control via Cross-Entropy and Gradient-Based Optimization☆68Apr 21, 2020Updated 5 years ago
- A set of tests for evaluating large-scale algorithms for Wasserstein-1 transport computation (NeurIPS'22).☆24Sep 9, 2024Updated last year
- Public Release of Plan2vec Implementation in pyTorch☆57Oct 28, 2022Updated 3 years ago
- This is an article about using variational autoencoders for the generation of new data. It contains the code for generating the plots and…☆12Feb 15, 2021Updated 5 years ago
- Supplementary code for the paper "Meta-Solver for Neural Ordinary Differential Equations" https://arxiv.org/abs/2103.08561☆25Mar 30, 2021Updated 4 years ago
- [NeurIPS'20] Multiscale Deep Equilibrium Models☆237Jun 29, 2021Updated 4 years ago
- ☆18Feb 7, 2021Updated 5 years ago
- [ICLR 22] Value Gradient weighted Model-Based Reinforcement Learning.☆25Apr 15, 2023Updated 2 years ago
- Torch modules that wrap blackbox combinatorial solvers according to the method presented in "Differentiating Blackbox Combinatorial Solve…☆348Dec 21, 2021Updated 4 years ago
- Official repository for the paper: "Trees with Attention for Set Prediction Tasks" (ICML21)☆10Jan 19, 2022Updated 4 years ago
- Neural Ordinary Differential Equations for Semantic Segmentation of Individual Colon Glands☆113Apr 9, 2020Updated 5 years ago
- Pytorch implementation of Augmented Neural ODEs☆556Feb 9, 2023Updated 3 years ago
- Discrete Normalizing Flows implemented in PyTorch☆115Oct 4, 2021Updated 4 years ago
- ☆50Oct 22, 2020Updated 5 years ago
- Tutorial on amortized optimization for learning to optimize over continuous domains☆248Oct 5, 2025Updated 4 months ago
- Prescribed Generative Adversarial Networks☆141Aug 3, 2020Updated 5 years ago
- Quasi-Newton Algorithm for Stochastic Optimization☆11May 20, 2022Updated 3 years ago
- Landing a Spaceship using Upside-Down Reinforcement Learning (a.k.a ⅂ꓤ)☆13Oct 25, 2023Updated 2 years ago
- Source code for the Paper: CombOptNet: Fit the Right NP-Hard Problem by Learning Integer Programming Constraints}☆73Apr 28, 2022Updated 3 years ago
- Learning perturbation sets for robust machine learning☆65Aug 23, 2021Updated 4 years ago
- ☆164Dec 13, 2023Updated 2 years ago
- Convex potential flows☆85Nov 19, 2021Updated 4 years ago
- Official Code for Invertible Residual Networks☆536Jul 28, 2024Updated last year
- Repo for the paper "Landscape Surrogate Learning Decision Losses for Mathematical Optimization Under Partial Information"☆38Jul 20, 2023Updated 2 years ago
- Repository for the paper "Long-Horizon Visual Planning with Goal-Conditioned Hierarchical Predictors"☆46Nov 22, 2022Updated 3 years ago
- Experiments for the NeurIPS 2021 paper "Cockpit: A Practical Debugging Tool for the Training of Deep Neural Networks"☆13Oct 25, 2021Updated 4 years ago
- Code for: "Neural Rough Differential Equations for Long Time Series", (ICML 2021)☆122May 11, 2021Updated 4 years ago
- Tree-structured recurrent switching linear dynamical systems☆38Jul 13, 2020Updated 5 years ago
- ☆27Dec 14, 2023Updated 2 years ago