Plug-and-play hydra sweepers for the EA-based multifidelity method DEHB and several population-based training variations, all proven to efficiently tune RL hyperparameters.
☆88Nov 27, 2023Updated 2 years ago
Alternatives and similar repositories for how-to-autorl
Users that are interested in how-to-autorl are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- HPO and Architecture Benchmarking for RL: Dynamically, Reactive and Efficient☆32Jun 16, 2026Updated last month
- ☆91Jan 27, 2026Updated 5 months ago
- ☆267Mar 11, 2026Updated 4 months ago
- ☆33Mar 19, 2024Updated 2 years ago
- Directed masked autoencoders☆14Mar 25, 2026Updated 3 months ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Hydra sweeper integration of our favorite optimization packages, utilizing ask-and-tell interfaces.☆16Nov 14, 2025Updated 8 months ago
- Official pytorch implementation for our ICLR 2023 paper "Latent State Marginalization as a Low-cost Approach for Improving Exploration".☆24Feb 9, 2023Updated 3 years ago
- Modular Single-file Reinfocement Learning Algorithms Library☆38May 16, 2023Updated 3 years ago
- Simple single-file baselines for Q-Learning in pure-GPU setting☆242Nov 24, 2025Updated 8 months ago
- Tutorials on how to use EAGERx☆16Aug 14, 2025Updated 11 months ago
- Official code release for "CrossQ: Batch Normalization in Deep Reinforcement Learning for Greater Sample Efficiency and Simplicity"☆95Jun 4, 2024Updated 2 years ago
- This repository is the official implementation of the TRAC optimizer in Fast TRAC: A Parameter-Free Optimizer for Lifelong Reinforcement …☆36May 18, 2026Updated 2 months ago
- Temporally Correlated Episodic Reinforcement Learning, ICLR 24☆12Apr 8, 2024Updated 2 years ago
- Code to accompany the paper "The Information Geometry of Unsupervised Reinforcement Learning"☆20Oct 6, 2021Updated 4 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- A framework for training world models with virtual environments, complete with annotated environment dataset (RetroAct), exploration agen…☆77May 14, 2026Updated 2 months ago
- Reinforcement Learning inside a 3D soccer simulation☆37Sep 15, 2024Updated last year
- [ICML 2025 oral] Network Sparsity Unlocks the Scaling Potential of Deep Reinforcement Learning☆41Jun 5, 2025Updated last year
- Algorithms for Gradient TD updates☆19Feb 21, 2026Updated 5 months ago
- An efficient solver for nonlinear constrained feedback Stackelberg games☆12Feb 25, 2025Updated last year
- RL Environments in JAX 🌍☆910Apr 2, 2026Updated 3 months ago
- Parallel Q-Learning: Scaling Off-policy Reinforcement Learning under Massively Parallel Simulation☆77Aug 2, 2023Updated 2 years ago
- Efficient seed-parallel implementation of "Breaking the Replay Ratio Barrier"☆28May 22, 2023Updated 3 years ago
- Benchmarking RL generalization in an interpretable way.☆183Nov 20, 2025Updated 8 months ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- A Framework for Comparing N Hyperparameter Optimizers on M Benchmarks.☆21Jul 17, 2026Updated last week
- Sandbox environment for generalizable agent research☆27Aug 19, 2022Updated 3 years ago
- ☆17Jul 24, 2023Updated 3 years ago
- MDP and RL interface for PDDL domains via PDDL.jl + POMDPs.jl.☆16Jun 14, 2024Updated 2 years ago
- Opinionated library for managing hyperparameters and mutable state of machine learning training systems.☆19Aug 4, 2023Updated 2 years ago
- Drop-in environment replacements that make your RL algorithm train faster.☆22Jun 19, 2024Updated 2 years ago
- Image-based gridworld experiment for learning Markov state abstractions☆20Sep 16, 2024Updated last year
- ☆128Feb 25, 2025Updated last year
- ☆98Jan 21, 2026Updated 6 months ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Efficient baselines for autocurricula in JAX.☆214Aug 24, 2024Updated last year
- Official repo for our AAAI'21 paper, https://arxiv.org/abs/2007.12354☆30Jul 14, 2021Updated 5 years ago
- [NeurIPS 2022] Open source code for reusing prior computational work in RL.☆100Jul 5, 2023Updated 3 years ago
- ShinRL: A Library for Evaluating RL Algorithms from Theoretical and Practical Perspectives (Deep RL Workshop 2021)☆50Feb 15, 2022Updated 4 years ago
- Code for the paper "Stable Gradients for Stable Learning at Scale in Deep Reinforcement Learning". Great performance in many environments…☆39Oct 24, 2025Updated 9 months ago
- Bridging State and History Representations: Understanding Self-Predictive RL, ICLR 2024☆27Apr 26, 2026Updated 2 months ago
- ☆19Mar 1, 2023Updated 3 years ago