Code for "Data-Efficient Reinforcement Learning with Self-Predictive Representations"
☆164Dec 21, 2021Updated 4 years ago
Alternatives and similar repositories for spr
Users that are interested in spr are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Learning Invariant Representations for Reinforcement Learning without Reconstruction☆157Aug 31, 2021Updated 4 years ago
- ☆13Jul 25, 2023Updated 2 years ago
- Official code for "Pretraining Representations For Data-Efficient Reinforcement Learning" (NeurIPS 2021)☆55Jul 27, 2021Updated 4 years ago
- DrQ-v2: Improved Data-Augmented Reinforcement Learning☆433May 31, 2022Updated 3 years ago
- DrQ: Data regularized Q☆420Jan 13, 2023Updated 3 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- CURL: Contrastive Unsupervised Representation Learning for Sample-Efficient Reinforcement Learning☆604Oct 28, 2020Updated 5 years ago
- RAD: Reinforcement Learning with Augmented Data☆419Mar 29, 2021Updated 5 years ago
- Open-source codebase for EfficientZero, from "Mastering Atari Games with Limited Data" at NeurIPS 2021.☆932Dec 20, 2023Updated 2 years ago
- Code for "Unsupervised State Representation Learning in Atari"☆257Nov 2, 2023Updated 2 years ago
- JAX implementation of deep RL agents with resets from the paper "The Primacy Bias in Deep Reinforcement Learning"☆106May 17, 2022Updated 3 years ago
- Code for the paper "Stable Gradients for Stable Learning at Scale in Deep Reinforcement Learning". Great performance in many environments…☆38Oct 24, 2025Updated 6 months ago
- Dream to Control: Learning Behaviors by Latent Imagination☆594Sep 10, 2021Updated 4 years ago
- Mastering Atari with Discrete World Models☆1,038Jan 21, 2023Updated 3 years ago
- Reinforcement Learning in PyTorch☆2,274Jan 4, 2021Updated 5 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.
- Pytorch Implementation of MuZero☆353Jul 23, 2023Updated 2 years ago
- Challenges and Opportunities in Offline Reinforcement Learning from Visual Observations☆114Apr 16, 2026Updated 3 weeks ago
- PyTorch implementation of Soft Actor-Critic + Autoencoder(SAC+AE)☆256May 3, 2020Updated 6 years ago
- Training code and evaluation benchmarks for the "Self-Supervised Policy Adaptation during Deployment" paper.☆114Nov 24, 2020Updated 5 years ago
- Implementation of VariBAD: A Very Good Method for Bayes-Adaptive Deep RL via Meta-Learning - Zintgraf et al. (ICLR 2020)☆201Mar 15, 2023Updated 3 years ago
- Proto-RL: Reinforcement Learning with Prototypical Representations☆86Jun 12, 2022Updated 3 years ago
- Transformers are Sample-Efficient World Models. ICLR 2023, notable top 5%.☆879Oct 14, 2024Updated last year
- Evaluating long-term memory of reinforcement learning algorithms☆173Jun 23, 2023Updated 2 years ago
- Experiment code for "Deep Reinforcement Learning in a Handful of Trials using Probabilistic Dynamics Models"☆475Jul 6, 2023Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- OpenAI Gym wrapper for the DeepMind Control Suite☆229May 19, 2024Updated last year
- Library for Model Based RL☆1,061Jul 12, 2024Updated last year
- DMControl Generalization Benchmark☆189Jan 3, 2024Updated 2 years ago
- Representation Learning for RL☆130Feb 27, 2023Updated 3 years ago
- PyTorch implementation of Stochastic Latent Actor-Critic(SLAC).☆94Jul 25, 2024Updated last year
- Stochastic Latent Actor-Critic: Deep Reinforcement Learning with a Latent Variable Model☆154Oct 26, 2020Updated 5 years ago
- Dream to Control: Learning Behaviors by Latent Imagination, implemented in PyTorch.☆322Jan 11, 2024Updated 2 years ago
- Clockwork VAEs in JAX/Flax☆32Jul 16, 2021Updated 4 years ago
- Code for the paper "When to Trust Your Model: Model-Based Policy Optimization"☆543Nov 22, 2022Updated 3 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- RL Algorithms for Visual Continuous Control☆36May 31, 2023Updated 2 years ago
- CIC: Contrastive Intrinsic Control for Unsupervised Skill Discovery☆85Jul 27, 2022Updated 3 years ago
- ☆59Sep 22, 2022Updated 3 years ago
- ☆24Jan 26, 2024Updated 2 years ago
- Automatic Data-Regularized Actor-Critic (Auto-DrAC)☆104Mar 24, 2023Updated 3 years ago
- ☆52Jul 7, 2020Updated 5 years ago
- Deep Planning Network: Control from pixels by latent planning with learned dynamics☆376Oct 15, 2021Updated 4 years ago