DQN Zoo is a collection of reference implementations of reinforcement learning agents developed at DeepMind based on the Deep Q-Network (DQN) agent.
☆493Apr 6, 2024Updated last year
Alternatives and similar repositories for dqn_zoo
Users that are interested in dqn_zoo are comparing it to the libraries listed below
Sorting:
- ☆1,409Updated this week
- This project was moved to: https://github.com/coax-dev/coax☆161Nov 28, 2022Updated 3 years ago
- A library of reinforcement learning components and agents☆3,933Updated this week
- A Python interface for reinforcement learning environments☆393Dec 23, 2022Updated 3 years ago
- JAX (Flax) implementation of algorithms for Deep Reinforcement Learning with continuous action spaces.☆752Oct 26, 2022Updated 3 years ago
- bsuite is a collection of carefully-designed experiments that investigate core capabilities of a reinforcement learning (RL) agent☆1,529Apr 13, 2024Updated last year
- A collection of RL algorithms written in JAX.☆105Jul 5, 2022Updated 3 years ago
- Offline Reinforcement Learning (aka Batch Reinforcement Learning) on Atari 2600 games☆560Jun 26, 2023Updated 2 years ago
- C++-based high-performance parallel environment execution engine (vectorized env) for general RL environments.☆1,274Aug 12, 2024Updated last year
- A PyTorch Platform for Distributed RL☆751Sep 15, 2021Updated 4 years ago
- Reverb is an efficient and easy-to-use data storage and transport system designed for machine learning research☆766Feb 5, 2026Updated last month
- RL Environments in JAX 🌍☆868May 30, 2025Updated 9 months ago
- SEED RL: Scalable and Efficient Deep-RL with Accelerated Central Inference. Implements IMPALA and R2D2 algorithms in TF2 with SEED's arch…☆837Nov 29, 2022Updated 3 years ago
- ☆84Nov 19, 2020Updated 5 years ago
- [NeurIPS'21 Outstanding Paper] Library for reliable evaluation on RL and ML benchmarks, even with only a handful of seeds.☆867Aug 12, 2024Updated last year
- A suite of test scenarios for multi-agent reinforcement learning.☆794Feb 21, 2026Updated last week
- CleanRL's implementation of DeepMind's Podracer Sebulba Architecture for Distributed DRL☆122Aug 22, 2024Updated last year
- Open-source codebase for EfficientZero, from "Mastering Atari Games with Limited Data" at NeurIPS 2021.☆925Dec 20, 2023Updated 2 years ago
- ☆46Sep 24, 2024Updated last year
- Revisiting Rainbow☆76Jun 9, 2021Updated 4 years ago
- A simple OpenAI Gym environment for single and multi-agent reinforcement learning☆776Dec 14, 2023Updated 2 years ago
- ☆624Jan 23, 2026Updated last month
- Rainbow: Combining Improvements in Deep Reinforcement Learning☆1,660Jan 13, 2022Updated 4 years ago
- Rainbow is all you need! A step-by-step tutorial from DQN to Rainbow☆2,007Sep 26, 2025Updated 5 months ago
- Really Fast End-to-End Jax RL Implementations☆1,028Sep 9, 2024Updated last year
- JAX-based neural network library☆3,193Updated this week
- Vectorization techniques for fast population-based training.☆57Aug 12, 2022Updated 3 years ago
- Library for Model Based RL☆1,054Jul 12, 2024Updated last year
- ☆927Jan 29, 2026Updated last month
- OpenSpiel is a collection of environments and algorithms for research in general reinforcement learning and search/planning in games.☆5,046Feb 20, 2026Updated 2 weeks ago
- Collection of reinforcement learning algorithms☆2,868Jun 17, 2024Updated last year
- Modular framework for Reinforcement Learning in python☆183Feb 1, 2023Updated 3 years ago
- CURL: Contrastive Unsupervised Representation Learning for Sample-Efficient Reinforcement Learning☆600Oct 28, 2020Updated 5 years ago
- Dream to Control: Learning Behaviors by Latent Imagination☆710Jul 14, 2020Updated 5 years ago
- A collection of reference environments for offline reinforcement learning☆1,656Nov 18, 2024Updated last year
- JAX implementations of core Deep RL algorithms☆84May 2, 2022Updated 3 years ago
- ☆328Dec 19, 2024Updated last year
- Reinforcement Learning in PyTorch☆2,274Jan 4, 2021Updated 5 years ago
- CuLE: A CUDA port of the Atari Learning Environment (ALE)☆241Nov 21, 2022Updated 3 years ago