Rainbow DQN implementation accompanying the paper "Fast and Data-Efficient Training of Rainbow" which reaches 205.7 median HNS after 10M frames. 🌈
☆47Dec 11, 2021Updated 4 years ago
Alternatives and similar repositories for Rainbow
Users that are interested in Rainbow are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A videogame made with PyGame turned into an Open AI Gym Learning Environment for Reinforcement Learning agents.☆14Jan 3, 2023Updated 3 years ago
- ☆11Feb 20, 2020Updated 6 years ago
- Revisiting Peng's Q(lambda) for Modern Reinforcement Learning☆15Jul 23, 2021Updated 5 years ago
- Hadamax Encoding: Elevating Model-Free Performance in Atari☆11Jan 30, 2026Updated 9 months ago
- Code and links for over 25,000 trained Atari agents☆100Aug 22, 2024Updated 2 years 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.
- Repository for ML Reproducibility Challenge 2020 for the Neurips paper, "The Value Equivalence Principle for Model-Based Reinforcement Le…☆18Apr 13, 2021Updated 5 years ago
- POPGym Library in JAX☆14Apr 15, 2024Updated 2 years ago
- PyTorch implementation of Munchausen Reinforcement Learning based on DQN and SAC. Handles discrete and continuous action spaces☆15Oct 3, 2021Updated 5 years ago
- A modular implementation of PPO, and soon hopefully other algorithms.☆27Jan 16, 2024Updated 2 years ago
- ☆338Dec 19, 2024Updated last year
- ☆16Jun 1, 2023Updated 3 years ago
- Auto-Verify is a framework for neural network verification, that allows you to install, configure and Neural Network verifiers in paralle…☆13Jan 19, 2026Updated 9 months ago
- Simple JAX Graphics Library.☆39Nov 3, 2024Updated 2 years ago
- Code for "Dream and Search to Control: Latent Space Planning for Continuous Control"☆12Jul 12, 2021Updated 5 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- a modular reinforcement learning library with JAX agents☆27Mar 3, 2025Updated last year
- Procgen2: A community maintained fork of procgen☆13Aug 3, 2026Updated 3 months ago
- simple backtracking sat solver in javascript☆11Oct 22, 2012Updated 14 years ago
- Codes accompanying the paper "Offline Reinforcement Learning via High-Fidelity Generative Behavior Modeling" (ICLR 2023) https://arxiv.or…☆45Oct 11, 2023Updated 3 years ago
- CaDiCaL + neural glue variable predictions☆10Oct 21, 2020Updated 6 years ago
- A list of papers regarding generalization in (deep) reinforcement learning☆157Aug 12, 2023Updated 3 years ago
- On the Feasibility of Cross-Task Transfer with Model-Based Reinforcement Learning☆16Apr 30, 2023Updated 3 years ago
- Creating fixed-length vectors to describe RL/GA policies☆20Oct 23, 2021Updated 5 years ago
- Aquatic navigation environments for Gym☆20Sep 11, 2024Updated 2 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- More efficient exploration for reinforcement learning in two-player, zero-sum game☆22Jul 30, 2024Updated 2 years ago
- ☆19Mar 1, 2023Updated 3 years ago
- [AAAI 2026 Oral] Code for the oral paper "Out-of-Distribution Generalization with a SPARC: Racing 100 Unseen Vehicles with a Single Polic…☆14Nov 14, 2025Updated 11 months ago
- Implementation of the Box-World environment from the paper "Relational Deep Reinforcement Learning"☆47Oct 3, 2023Updated 3 years ago
- ☆28Jan 11, 2021Updated 5 years ago
- Official repository for "Temporal Disentanglement of Representations for Improved Generalisation in Reinforcement Learning".☆13Jan 25, 2023Updated 3 years ago
- Bayesian active RL (BARL) and trajectory information planning (TIP)☆26Oct 11, 2022Updated 4 years ago
- A System for Morphology-Task Generalization via Unified Representation and Behavior Distillation (ICLR2023)☆14Feb 3, 2023Updated 3 years ago
- Vectorization techniques for fast population-based training.☆58Apr 26, 2026Updated 6 months ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- This is a miniature race car gym-env for RL from states (and images)☆28Nov 3, 2021Updated 5 years ago
- Easy MDPs and grid worlds with accessible transition dynamics to do exact calculations☆49Apr 1, 2022Updated 4 years ago
- Evaluating long-term memory of reinforcement learning algorithms☆185Jun 23, 2023Updated 3 years ago
- Jax implementation of Proximal Policy Optimization (PPO) specifically tuned for Procgen, with benchmarked results and saved model weights…☆63Aug 4, 2022Updated 4 years ago
- ☆55Feb 28, 2024Updated 2 years ago
- Codes for Evolving Plastic ANNs☆15Dec 18, 2022Updated 3 years ago
- Challenges and Opportunities in Offline Reinforcement Learning from Visual Observations☆118Apr 16, 2026Updated 6 months ago