A list of papers regarding generalization in (deep) reinforcement learning
☆155Aug 12, 2023Updated 2 years ago
Alternatives and similar repositories for rl-generalization-paper
Users that are interested in rl-generalization-paper are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- DMControl Generalization Benchmark☆189Jan 3, 2024Updated 2 years ago
- ☆55Feb 28, 2024Updated 2 years ago
- Learning Invariant Representations for Reinforcement Learning without Reconstruction☆157Aug 31, 2021Updated 4 years ago
- Official code for "Pretraining Representations For Data-Efficient Reinforcement Learning" (NeurIPS 2021)☆55Jul 27, 2021Updated 4 years ago
- Official codebase for "The Generalization Gap in Offline Reinforcement Learning" accepted to ICLR 2024☆29Apr 8, 2026Updated last week
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- ☆63Jan 30, 2026Updated 2 months ago
- Minimal Decision Transformer Implementation written in Jax (Flax).☆17Aug 8, 2022Updated 3 years ago
- Official code for Cross-Domain Policy Adaptation by Capturing Representation Mismatch (ICML 2024)☆15Aug 15, 2025Updated 8 months ago
- LV-BERT: Exploiting Layer Variety for BERT (Findings of ACL 2021)☆18May 10, 2023Updated 2 years ago
- Benchmarking RL generalization in an interpretable way.☆178Nov 20, 2025Updated 4 months ago
- Multi Task RL Baselines☆264Dec 31, 2021Updated 4 years ago
- Code for our NeurIPS 2020 paper Improving Generalization in Reinforcement Learning with Mixture Regularization☆34Oct 22, 2020Updated 5 years ago
- Collection of papers and resources for data augmentation (DA) in visual reinforcement learning (RL).☆81Mar 27, 2024Updated 2 years ago
- Code for the paper "Stabilizing Deep Q-Learning with ConvNets and Vision Transformers under Data Augmentation"☆19Jul 11, 2023Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- [ICML 2025 oral] Network Sparsity Unlocks the Scaling Potential of Deep Reinforcement Learning☆41Jun 5, 2025Updated 10 months ago
- ☆15Aug 9, 2021Updated 4 years ago
- Simple JAX Graphics Library.☆37Nov 3, 2024Updated last year
- Sandbox environment for generalizable agent research☆27Aug 19, 2022Updated 3 years ago
- Challenges and Opportunities in Offline Reinforcement Learning from Visual Observations☆112Updated this week
- Accelerating Research in Plasticity-Motivated Deep Reinforcement Learning.☆40Feb 9, 2026Updated 2 months ago
- ☆30Apr 6, 2021Updated 5 years ago
- Code for "Multi-task Reinforcement Learning with Soft Modularization"☆124Dec 28, 2020Updated 5 years ago
- Efficient seed-parallel implementation of "Breaking the Replay Ratio Barrier"☆28May 22, 2023Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Domain-Robust Visual Imitation Learning with Mutual Information Constraints code☆18Mar 1, 2021Updated 5 years ago
- Invariant Causal Prediction for Block MDPs☆44Jun 11, 2020Updated 5 years ago
- Code to accompany the paper "The Information Geometry of Unsupervised Reinforcement Learning"☆20Oct 6, 2021Updated 4 years ago
- An index of algorithms for offline reinforcement learning (offline-rl)☆1,062May 23, 2024Updated last year
- ☆95Jan 21, 2026Updated 2 months ago
- Pytorch implementation on OpenAI's Procgen ppo-baseline, built from scratch.☆31Sep 10, 2020Updated 5 years ago
- Code to reproduce the NeurIPS 2019 paper "Generalization in Reinforcement Learning with Selective Noise Injection and Information Bottlen…☆52Jun 28, 2020Updated 5 years ago
- ☆122Feb 25, 2025Updated last year
- A cuda & mkl implementation of closed-form matting☆15Jul 23, 2018Updated 7 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Code for "Data-Efficient Reinforcement Learning with Self-Predictive Representations"☆164Dec 21, 2021Updated 4 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 5 months ago
- Latent Dynamics Mixture, NeurIPS 2021☆18Oct 25, 2022Updated 3 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
- ☆33Aug 30, 2024Updated last year
- RL Algorithms for Visual Continuous Control☆36May 31, 2023Updated 2 years ago
- ExORL: Exploratory Data for Offline Reinforcement Learning☆128Feb 8, 2022Updated 4 years ago