Benchmarking RL generalization in an interpretable way.
☆179Nov 20, 2025Updated 4 months ago
Alternatives and similar repositories for CARL
Users that are interested in CARL are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Hardware-Accelerated Reinforcement Learning Algorithms in pure Jax!☆265Oct 31, 2025Updated 4 months ago
- ☆25Sep 23, 2024Updated last year
- This is the code of reproducing the results of our paper: On the importance of Hyperparameter Optimization for Model-based Reinforcement …☆16Aug 19, 2021Updated 4 years ago
- ☆94Jan 21, 2026Updated 2 months ago
- Single-file SAC-N implementation on jax with flax and equinox. 10x faster than pytorch☆57May 21, 2023Updated 2 years ago
- NordVPN Special Discount Offer • AdSave on top-rated NordVPN 1 or 2-year plans with secure browsing, privacy protection, and support for for all major platforms.
- RL Environments in JAX 🌍☆873May 30, 2025Updated 9 months ago
- [ICLR 2024] Closing the Gap between TD Learning and Supervised Learning - A Generalisation Point of View.☆23Apr 19, 2024Updated last year
- Code base for NeurIPS 2022 paper Curriculum Reinforcement Learning using Optimal Transport via Gradual Domain Adaptation.☆11Aug 21, 2023Updated 2 years ago
- Accelerated minigrid environments with JAX☆163Oct 20, 2025Updated 5 months ago
- ☆361Oct 12, 2022Updated 3 years ago
- A list of papers regarding generalization in (deep) reinforcement learning☆154Aug 12, 2023Updated 2 years ago
- We propose an evolution-based approach to meta-learn synthetic neural environments and reward neural networks for reinforcement learning.☆21Feb 23, 2023Updated 3 years ago
- ☆330Dec 19, 2024Updated last year
- Efficient baselines for autocurricula in JAX.☆209Aug 24, 2024Updated last year
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Clean single-file implementation of offline RL algorithms in JAX☆174Nov 24, 2025Updated 4 months ago
- 🤖 Elegant implementations of offline safe RL algorithms in PyTorch☆235Sep 13, 2024Updated last year
- Official data and code for our paper Systematic Evaluation of Causal Discovery in Visual Model Based Reinforcement Learning☆52Jul 15, 2021Updated 4 years ago
- HPO and Architecture Benchmarking for RL: Dynamically, Reactive and Efficient☆28Mar 16, 2026Updated last week
- METRA: Scalable Unsupervised RL with Metric-Aware Abstraction (ICLR 2024)☆88Oct 15, 2023Updated 2 years ago
- A high-performance reinforcement learning library in jax specialized for robotic learning☆22Sep 4, 2023Updated 2 years ago
- [NeurIPS'21 Outstanding Paper] Library for reliable evaluation on RL and ML benchmarks, even with only a handful of seeds.☆868Aug 12, 2024Updated last year
- Implements the Messenger environment and EMMA model.☆25Jun 14, 2023Updated 2 years ago
- ☆17Mar 2, 2022Updated 4 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- JAX-accelerated Meta-Reinforcement Learning Environments Inspired by XLand and MiniGrid 🏎️☆327Dec 16, 2025Updated 3 months ago
- Official code release for "CrossQ: Batch Normalization in Deep Reinforcement Learning for Greater Sample Efficiency and Simplicity"☆89Jun 4, 2024Updated last year
- 🏛️A research-friendly codebase for fast experimentation of single-agent reinforcement learning in JAX • End-to-End JAX RL☆400Mar 18, 2026Updated last week
- Really Fast End-to-End Jax RL Implementations☆1,035Sep 9, 2024Updated last year
- ☆1,323May 27, 2024Updated last year
- ⚡ Flashbax: Accelerated Replay Buffers in JAX☆274Sep 22, 2025Updated 6 months ago
- Simple maze environments using mujoco-py☆59Dec 27, 2023Updated 2 years ago
- C++-based high-performance parallel environment execution engine (vectorized env) for general RL environments.☆1,297Updated this week
- A Dual-RL method DVL: Dual-V Learning for offline and online reinforcement learning☆15Oct 22, 2023Updated 2 years ago
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Online Goal-Conditioned Reinforcement Learning in JAX. ICLR 2025 Spotlight.☆252Nov 23, 2025Updated 4 months ago
- CausalWorld: A Robotic Manipulation Benchmark for Causal Structure and Transfer Learning☆242Nov 1, 2022Updated 3 years ago
- ExORL: Exploratory Data for Offline Reinforcement Learning☆129Feb 8, 2022Updated 4 years ago
- A benchmark library for Dynamic Algorithm Configuration.☆35Updated this week
- Official codebase for "The Generalization Gap in Offline Reinforcement Learning" accepted to ICLR 2024☆28Feb 20, 2026Updated last month
- An interactive framework to visualize and analyze your AutoML process in real-time.☆94Mar 16, 2026Updated last week
- Scripts to recreate the D4RL datasets with Minari☆26Jul 21, 2025Updated 8 months ago