Open-source codebase for EfficientZero, from "Mastering Atari Games with Limited Data" at NeurIPS 2021.
☆942Dec 20, 2023Updated 2 years ago
Alternatives and similar repositories for EfficientZero
Users that are interested in EfficientZero are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- MuZero☆2,856Sep 3, 2024Updated last year
- Pytorch Implementation of MuZero☆356Jul 23, 2023Updated 3 years ago
- Transformers are Sample-Efficient World Models. ICLR 2023, notable top 5%.☆898Oct 14, 2024Updated last year
- C++-based high-performance parallel environment execution engine (vectorized env) for general RL environments.☆1,494Jul 17, 2026Updated 3 weeks ago
- ☆368Oct 12, 2022Updated 3 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.
- Monte Carlo tree search in JAX☆2,650Updated this week
- [NeurIPS'21 Outstanding Paper] Library for reliable evaluation on RL and ML benchmarks, even with only a handful of seeds.☆880Aug 12, 2024Updated last year
- [NeurIPS 2023 Spotlight] LightZero: A Unified Benchmark for Monte Carlo Tree Search in General Sequential Decision Scenarios (awesome MCT…☆1,630Updated this week
- Code for "Data-Efficient Reinforcement Learning with Self-Predictive Representations"☆167Dec 21, 2021Updated 4 years ago
- An implementation of MuZero in JAX.☆58Nov 8, 2022Updated 3 years ago
- Mastering Atari with Discrete World Models☆1,056Jan 21, 2023Updated 3 years ago
- A clean implementation of MuZero and AlphaZero following the AlphaZero General framework. Train and Pit both algorithms against each othe…☆169Mar 28, 2021Updated 5 years ago
- A number of agents (PPO, MuZero) with a Perceiver-based NN architecture that can be trained to achieve goals in nethack/minihack environm…☆44Sep 19, 2022Updated 3 years ago
- CURL: Contrastive Unsupervised Representation Learning for Sample-Efficient Reinforcement Learning☆605Oct 28, 2020Updated 5 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- [ICML 2024, Spotlight] EfficientZero V2: Mastering Discrete and Continuous Control with Limited Data☆122Aug 9, 2024Updated 2 years ago
- Official codebase for Decision Transformer: Reinforcement Learning via Sequence Modeling.☆2,827Apr 29, 2024Updated 2 years ago
- Library for Model Based RL☆1,064Jul 12, 2024Updated 2 years ago
- DrQ-v2: Improved Data-Augmented Reinforcement Learning☆439May 31, 2022Updated 4 years ago
- Discovering and Achieving Goals via World Models, NeurIPS 2021☆90Jan 24, 2024Updated 2 years ago
- PyTorch implementation of DreamerV2 model-based RL algorithm☆240Apr 26, 2023Updated 3 years ago
- RL Environments in JAX 🌍☆912Apr 2, 2026Updated 4 months ago
- Benchmarking the Spectrum of Agent Capabilities☆577Jan 23, 2024Updated 2 years ago
- ☆333Dec 19, 2024Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- A collection of reference environments for offline reinforcement learning☆1,698Nov 18, 2024Updated last year
- Evaluating long-term memory of reinforcement learning algorithms☆181Jun 23, 2023Updated 3 years ago
- a Lightweight library for sequential learning agents, including reinforcement learning☆430Mar 22, 2023Updated 3 years ago
- Code for the paper "Phasic Policy Gradient"☆265Apr 2, 2023Updated 3 years ago
- Docker containers of baseline agents for the Crafter environment☆30Dec 14, 2021Updated 4 years ago
- ☆1,435Updated this week
- Challenges and Opportunities in Offline Reinforcement Learning from Visual Observations☆115Apr 16, 2026Updated 3 months ago
- A project that provides help for using DeepMind's mctx on gym-style environments.☆66Nov 14, 2024Updated last year
- Pytorch Implementation of Stochastic MuZero for gym environment. This algorithm is capable of supporting a wide range of action and obser…☆79Dec 31, 2025Updated 7 months ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- High throughput synchronous and asynchronous reinforcement learning☆1,014Jul 2, 2026Updated last month
- bsuite is a collection of carefully-designed experiments that investigate core capabilities of a reinforcement learning (RL) agent☆1,555Updated this week
- Simple and easily configurable grid world environments for reinforcement learning☆2,495Updated this week
- High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, T…☆10,241Apr 20, 2026Updated 3 months ago
- JAX (Flax) implementation of algorithms for Deep Reinforcement Learning with continuous action spaces.☆757Oct 26, 2022Updated 3 years ago
- Implementation of Dreamer v3 in pytorch.☆887Mar 8, 2026Updated 5 months ago
- CIC: Contrastive Intrinsic Control for Unsupervised Skill Discovery☆88Jul 27, 2022Updated 4 years ago