[ICML 2024] The offical implementation of A2PR, a simple way to achieve SOTA in offline reinforcement learning with an adaptive advantage-guided policy regularization method, in Pytorch
☆34May 31, 2024Updated 2 years ago
Alternatives and similar repositories for A2PR
Users that are interested in A2PR are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Author's PyTorch implementation of ICML'23 paper "Policy Regularization with Dataset Constraint for Offline Reinforcement Learning" for D…☆18Nov 8, 2024Updated last year
- [ICLR 2025] The offical implementation of "PSEC: Skill Expansion and Composition in Parameter Space", a new framework designed to facilit…☆68Feb 12, 2025Updated last year
- [AAMAS'26] xTED: Cross-Domain Adaptation via Diffusion-Based Trajectory Editing☆26Jan 8, 2026Updated 9 months ago
- Official implementation of Harnessing Mixed Offline Reinforcement Learning Datasets via Trajectory Reweighting☆16Feb 14, 2024Updated 2 years ago
- Strategically Constrained Q Learning☆10Aug 2, 2024Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- [ICRA'25] H2O+: An Improved Framework for Hybrid Offline-and-Online RL with Dynamics Gaps☆13Apr 10, 2025Updated last year
- [AAAI'25 Oral] Are Expressive Models Truly Necessary for Offline RL?☆14Dec 10, 2024Updated last year
- Facebear's minimal implementation of SBAC (Soft behavior regularized actor critic, NIPS22 offline RL workshop)☆11Jul 4, 2022Updated 4 years ago
- ☆17May 25, 2023Updated 3 years ago
- [ICLR 2023 Oral] The official implementation of SQL and EQL in "Offline RL with No OOD Actions: In-Sample Learning via Implicit Value Reg…☆46Jul 27, 2023Updated 3 years ago
- D2C(Data-driven Control Library) is a library for data-driven control based on reinforcement learning.☆33Oct 18, 2023Updated 3 years ago
- ☆24Nov 3, 2023Updated 2 years ago
- code for the paper Offline Prioritized Experience Replay☆12Jun 13, 2023Updated 3 years ago
- [NeurIPS 2022 Oral] The official implementation of POR in "A Policy-Guided Imitation Approach for Offline Reinforcement Learning"☆58Apr 6, 2023Updated 3 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.
- [IJCAI'24 Oral] An index of algorithms, approaches, and systems on cross-domain policy transfer for embodied agents☆65Feb 14, 2025Updated last year
- Official code for our ICLR 2025 paper Cross-Domain Offline Policy Adaptation with Optimal Transport and Dataset Constraint☆14Apr 15, 2025Updated last year
- The official implementation of "Mind the Gap: Offline Policy Optimization for Imperfect Rewards" (ICLR2023)☆15Mar 3, 2023Updated 3 years ago
- Codes accompanying the paper "Offline Reinforcement Learning with Value-Based Episodic Memory" (ICLR 2022 https://arxiv.org/abs/2110.0979…☆15Mar 9, 2022Updated 4 years ago
- Code for Mildly Conservative Q-learning for Offline Reinforcement Learning (NeurIPS 2022)☆63Apr 29, 2024Updated 2 years ago
- ☆17Apr 14, 2026Updated 6 months ago
- [ICML 2024] The offical Implementation of "DecisionNCE: Embodied Multimodal Representations via Implicit Preference Learning"☆82May 26, 2025Updated last year
- My robot learning repo☆11Dec 26, 2024Updated last year
- [ICLR 2024] The official implementation of "Safe Offline Reinforcement Learning with Feasibility-Guided Diffusion Model"☆134Feb 11, 2025Updated last year
- 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.
- Code release for "Supported Policy Optimization for Offline Reinforcement Learning" (NeurIPS 2022), https://arxiv.org/abs/2202.06239☆22Jun 24, 2023Updated 3 years ago
- code for paper "Entropy-regularized Diffusion Policy with Q-Ensembles for Offline Reinforcement Learning"☆21Feb 24, 2024Updated 2 years ago
- ICML'2024: Q-value Regularized Transformer for Offline Reinforcement Learning☆39Dec 30, 2024Updated last year
- [AAAI 2022] The official implementation of CPQ in "Constraints Penalized Q-learning for Safe Offline Reinforcement Learning"☆12Jan 26, 2023Updated 3 years ago
- [ICML 2025] The Official Implementation of "Efficient Robotic Policy Learning via Latent Space Backward Planning"☆31Dec 15, 2025Updated 10 months ago
- Official Repository of the ICLR 2023 paper, Value Memory Graph: A Graph-Structured World Model for Offline Reinforcement Learning☆13May 2, 2023Updated 3 years ago
- Anti exploration in offline reinforcement learning☆11May 17, 2021Updated 5 years ago
- ☆11Oct 3, 2022Updated 4 years ago
- Official implementation of NeurIPS'23 paper, Beyond Uniform Sampling: Offline Reinforcement Learning with Imbalanced Datasets☆25Jan 29, 2024Updated 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.
- The official implementation of "Robo-MUTUAL: Robotic Multimodal Task Specification via Unimodal Learning"☆12Feb 16, 2025Updated last year
- [NeurIPS 2024] PyTorch code for the paper "Making Offline RL Online: Collaborative World Models for Offline Visual Reinforcement Learning…☆28Oct 24, 2025Updated last year
- Code for NeurIPS 2022 paper "Robust offline Reinforcement Learning via Conservative Smoothing"☆24Feb 15, 2023Updated 3 years ago
- Code for the ICML 2024 paper "Contrastive Representation for Data Filtering in Cross-domain Offline Reinforcement Learning".☆10Aug 28, 2024Updated 2 years ago
- Pseudocode of "Champion-Level Drone Racing Using Deep Reinforcement Learning" work☆18Dec 30, 2023Updated 2 years ago
- Official codebase for GTA: Generative Trajectory Augmentation with Guidance for Offline Reinforcement Learning.☆32Nov 12, 2024Updated last year
- [NeurIPS-2024] The offical Implementation of "Instruction-Guided Visual Masking"☆42Nov 15, 2024Updated last year