The collection of the research works about Automatic Reinforcement Learning in Microsoft Research Asia.
☆63Jul 22, 2025Updated last year
Alternatives and similar repositories for autorl-research
Users that are interested in autorl-research are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- An implementation of effective policy ensemble.☆16Jul 5, 2023Updated 3 years ago
- [ICLR 2024 Spotlight] Code for the paper "Decision ConvFormer: Local Filtering in MetaFormer is Sufficient for Decision Making"☆13Apr 22, 2024Updated 2 years ago
- Official Codebase for TMLR 2023, Benchmarks and Algorithms for Offline Preference-Based Reward Learning☆19Dec 30, 2022Updated 3 years ago
- Anti exploration in offline reinforcement learning☆11May 17, 2021Updated 5 years ago
- Sandbox environment for generalizable agent research☆27Aug 19, 2022Updated 4 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Imitation learning from multiple experts☆13Aug 29, 2022Updated 4 years ago
- ☆20Jun 25, 2023Updated 3 years ago
- ☆21Mar 19, 2024Updated 2 years ago
- Fault-aware neural code rankers☆32Dec 9, 2022Updated 3 years ago
- Open source code for paper "Denoised MDPs: Learning World Models Better Than the World Itself"☆143Oct 14, 2026Updated 3 weeks ago
- A self-supervised learning approach based on extremely large masking☆31Dec 19, 2022Updated 3 years ago
- Minimal implementation of Decision Transformer: Reinforcement Learning via Sequence Modeling in PyTorch for mujoco control tasks in Open…☆293Jun 10, 2022Updated 4 years ago
- Data-driven offline simulation for online reinforcement learning: benchmark and baselines☆29Jul 25, 2024Updated 2 years ago
- Implementation of NeurIPS2021 paper <On Effective Scheduling of Model-based Reinforcement Learning>☆13Nov 16, 2021Updated 4 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- [SDM'23] ML4C: Seeing Causality Through Latent Vicinity☆14Nov 9, 2022Updated 3 years ago
- [NeurIPS 2022] code for "K-LITE: Learning Transferable Visual Models with External Knowledge" https://arxiv.org/abs/2204.09222☆54Jun 12, 2023Updated 3 years ago
- ARLO: Automated Reinforcement Learning Optimizer☆13Jun 15, 2022Updated 4 years ago
- Code base for paper: Reparameterized Policy Learning for Multimodal Trajectory Optimization☆28Jul 19, 2023Updated 3 years ago
- A fork of adoptium/aqa-tests with Msft specific changes☆13Jun 29, 2026Updated 4 months ago
- [AutoML'22] Bayesian Generational Population-based Training (BG-PBT)☆31Sep 16, 2022Updated 4 years ago
- [COG24] - Official repository of "OfflineMania: A Benchmark Environment for Offline Reinforcement Learning in Racing Games"☆12Jul 15, 2024Updated 2 years ago
- Official PyTorch implementation of "Evolving Search Space for Neural Architecture Search"☆12Aug 18, 2021Updated 5 years ago
- Gallery for Industry AI demos☆18May 1, 2023Updated 3 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.
- Code for the paper "Neural Architecture Search of SPD Manifold Networks" IJCAI 2021☆14Feb 18, 2022Updated 4 years ago
- Boosting Natural Language Generation from Instructions with Meta-Learning☆10Dec 20, 2022Updated 3 years ago
- ShinRL: A Library for Evaluating RL Algorithms from Theoretical and Practical Perspectives (Deep RL Workshop 2021)☆50Feb 15, 2022Updated 4 years ago
- ☆16Jun 12, 2023Updated 3 years ago
- Plug-and-play hydra sweepers for the EA-based multifidelity method DEHB and several population-based training variations, all proven to e…☆87Nov 27, 2023Updated 2 years ago
- ☆14Jun 21, 2025Updated last year
- Official repo for Offline RL for Online RL☆19Oct 14, 2023Updated 3 years ago
- PyTorch code accompanying the paper "Imitating Graph-Based Planning with Goal-Conditioned Policies" (ICLR 2023).☆22Mar 4, 2023Updated 3 years ago
- To deploy Transformer models in CV to mobile devices.☆18Jan 20, 2022Updated 4 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- A simple pytorch implementation of Differentiable Architecture Search (DARTS)☆22Aug 27, 2019Updated 7 years ago
- Minimal example to apply Decision Transformer in Atari Pong☆16Feb 1, 2025Updated last year
- When Do Transformers Shine in RL? Decoupling Memory from Credit Assignment, NeurIPS 2023 (oral)☆77Apr 26, 2026Updated 6 months ago
- Paper List for In-context Learning 🌷☆19Jan 3, 2023Updated 3 years ago
- Bridging State and History Representations: Understanding Self-Predictive RL, ICLR 2024☆29Apr 26, 2026Updated 6 months ago
- ☆26Jun 12, 2023Updated 3 years ago
- [ECCV2022] [T-PAMI] StARformer: Transformer with State-Action-Reward Representations.☆97May 21, 2023Updated 3 years ago