Library for Model Based RL
☆1,058Jul 12, 2024Updated last year
Alternatives and similar repositories for mbrl-lib
Users that are interested in mbrl-lib are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code for the paper "When to Trust Your Model: Model-Based Policy Optimization"☆537Nov 22, 2022Updated 3 years ago
- Experiment code for "Deep Reinforcement Learning in a Handful of Trials using Probabilistic Dynamics Models"☆472Jul 6, 2023Updated 2 years ago
- ☆399Jul 18, 2019Updated 6 years ago
- A curated list of awesome model based RL resources (continually updated)☆1,319Dec 20, 2025Updated 3 months ago
- A pytorch reprelication of the model-based reinforcement learning algorithm MBPO☆187Apr 12, 2022Updated 3 years ago
- A collection of reference environments for offline reinforcement learning☆1,663Nov 18, 2024Updated last year
- Collection of reinforcement learning algorithms☆2,884Jun 17, 2024Updated last year
- [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
- PyTorch implementation of DreamerV2 model-based RL algorithm☆237Apr 26, 2023Updated 2 years ago
- Dream to Control: Learning Behaviors by Latent Imagination, implemented in PyTorch.☆323Jan 11, 2024Updated 2 years ago
- Mastering Atari with Discrete World Models☆1,015Jan 21, 2023Updated 3 years ago
- ☆361Oct 12, 2022Updated 3 years ago
- Unofficial Pytorch code for "Deep Reinforcement Learning in a Handful of Trials using Probabilistic Dynamics Models"☆198Dec 8, 2022Updated 3 years ago
- JAX (Flax) implementation of algorithms for Deep Reinforcement Learning with continuous action spaces.☆753Oct 26, 2022Updated 3 years ago
- Collections of robotics environments geared towards benchmarking multi-task and meta reinforcement learning☆1,771Jan 20, 2026Updated 2 months ago
- A modular, primitive-first, python-first PyTorch library for Reinforcement Learning.☆3,341Mar 17, 2026Updated last week
- Dream to Control: Learning Behaviors by Latent Imagination☆585Sep 10, 2021Updated 4 years ago
- Code for "Temporal Difference Learning for Model Predictive Control"☆505Nov 25, 2023Updated 2 years ago
- Learning Off-Policy with Online Planning [CoRL 2021 Best Paper Finalist]☆42Aug 27, 2022Updated 3 years ago
- Real-World RL Benchmark Suite☆365Aug 11, 2020Updated 5 years ago
- DrQ-v2: Improved Data-Augmented Reinforcement Learning☆432May 31, 2022Updated 3 years ago
- An offline deep reinforcement learning library☆1,644Sep 10, 2025Updated 6 months ago
- Formulating Model-based RL Dynamics as a continuous rather then one step prediction☆36Aug 24, 2022Updated 3 years ago
- Massively parallel rigidbody physics simulation on accelerator hardware.☆3,094Mar 16, 2026Updated last week
- ☆1,320May 27, 2024Updated last year
- Multi Task RL Baselines☆262Dec 31, 2021Updated 4 years ago
- An index of algorithms for offline reinforcement learning (offline-rl)☆1,056May 23, 2024Updated last year
- Reinforcement Learning in PyTorch☆2,273Jan 4, 2021Updated 5 years ago
- Simplifying Model-based RL: Learning Representations, Latent-space Models and Policies with One Objective☆82Mar 9, 2023Updated 3 years ago
- C++-based high-performance parallel environment execution engine (vectorized env) for general RL environments.☆1,279Aug 12, 2024Updated last year
- ☆1,411Mar 2, 2026Updated 3 weeks ago
- [ICML 2020] PyTorch Code for "One Policy to Control Them All: Shared Modular Policies for Agent-Agnostic Control"☆232Dec 27, 2022Updated 3 years ago
- Model-based reinforcement learning in TensorFlow☆56Jul 27, 2021Updated 4 years ago
- Simple (but often Strong) Baselines for POMDPs in PyTorch, ICML 2022☆344Aug 22, 2024Updated last year
- A library of reinforcement learning components and agents☆3,946Mar 12, 2026Updated last week
- Open-source codebase for EfficientZero, from "Mastering Atari Games with Limited Data" at NeurIPS 2021.☆926Dec 20, 2023Updated 2 years ago
- Really Fast End-to-End Jax RL Implementations☆1,035Sep 9, 2024Updated last year
- Model-based Reinforcement Learning Framework☆115May 22, 2020Updated 5 years ago
- Official codebase for Decision Transformer: Reinforcement Learning via Sequence Modeling.☆2,777Apr 29, 2024Updated last year