Experiment for Understanding the Effects of Dataset Characteristics on Offline Reinforcement Learning
β26Jan 16, 2023Updated 3 years ago
Alternatives and similar repositories for OfflineRL
Users that are interested in OfflineRL are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- β12Nov 21, 2023Updated 2 years ago
- π«§ Differentiable microbubble dynamics in JAX.β16Jul 16, 2026Updated 2 months ago
- β32Oct 3, 2023Updated 3 years ago
- Conservative Q Learning on top of SACβ142Oct 15, 2022Updated 3 years ago
- π₯ Datasets and env wrappers for offline safe reinforcement learningβ141Nov 12, 2025Updated 10 months ago
- 1-Click AI Models by DigitalOcean Gradient β’ AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- ExORL: Exploratory Data for Offline Reinforcement Learningβ140Feb 8, 2022Updated 4 years ago
- β14Mar 5, 2024Updated 2 years ago
- [NeurIPS 2023] The official implementation of "Offline Multi-Agent Reinforcement Learning with Implicit Global-to-Local Value Regularizatβ¦β44Mar 3, 2024Updated 2 years ago
- An OpenAI Gym environment for multi-agent car racing based on Gym's original car racing environment.β91Feb 20, 2026Updated 7 months ago
- β54Feb 16, 2022Updated 4 years ago
- An OpenAI Gym environment for the Jaco2 robotic arm by Kinova. The environment is implemented both for the real arm and the Gazebo simulaβ¦β10Apr 20, 2020Updated 6 years ago
- Official code for the paper DiffSkill: Skill Abstraction from Differentiable Physics for Deformable Object Manipulations with Toolsβ34Feb 25, 2023Updated 3 years ago
- Official code for ICLR 2024 paper, SEABO: A Simple Search-Based Method for Offline Imitation Learningβ14Jan 19, 2024Updated 2 years ago
- Estimating Q(s,s') with Deep Deterministic Dynamics Gradientsβ32Feb 21, 2020Updated 6 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI β’ AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Anti exploration in offline reinforcement learningβ11May 17, 2021Updated 5 years ago
- This repository contains the code for our paper on Dynamic Mirror Descent based MPC for Model-Free RLβ27Feb 1, 2022Updated 4 years ago
- Environment to train and compare irrigation scheduling strategies with AquaCrop-OSPyβ16Jun 6, 2022Updated 4 years ago
- This repository accompanies the following paper: A Workflow for Offline Model-Free Robotic RLβ13Nov 5, 2021Updated 4 years ago
- code for the paper Offline Prioritized Experience Replayβ12Jun 13, 2023Updated 3 years ago
- β13May 11, 2024Updated 2 years ago
- Code repository accompanying the Heuristic Guided RL NeurIPS'21 paperβ17Jan 3, 2022Updated 4 years ago
- List of papers on protein binding site predictionβ11Aug 11, 2023Updated 3 years ago
- Reinforcement learning for batch bioprocess optimization (Computers & Chemical Engineering, 2020)β16Jun 14, 2022Updated 4 years ago
- Managed Database hosting by DigitalOcean β’ AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- SWATgym: a reinforcement learning environment for crop management.β14Sep 17, 2025Updated last year
- β11Oct 3, 2022Updated 4 years ago
- β12Sep 8, 2023Updated 3 years ago
- β16Jul 29, 2025Updated last year
- Size-Wise Analysis of Transfer Learning of pLM Embeddingsβ13Jun 10, 2025Updated last year
- Multi-Objective Reinforcement Learning sandboxβ12Dec 20, 2021Updated 4 years ago
- β11Aug 5, 2022Updated 4 years ago
- β16Jun 1, 2023Updated 3 years ago
- Implementation of "Reinforcement Learning in Possibly Nonstationary Environments"β10Mar 10, 2025Updated last year
- Managed Database hosting by DigitalOcean β’ AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- PyTorch implementation of the Value Iteration Networks (VIN) (NIPS '16 best paper)β80Mar 13, 2017Updated 9 years ago
- A python package for loading robotics datasets which were recorded on the TriFinger platform. Also contains simulated gym environments thβ¦β17Jan 17, 2024Updated 2 years ago
- β35Sep 11, 2026Updated last month
- "Adaptive Cruise Control for a Hybrid Vehicle with Deep Policy Gradients". Final project for ECE 517/414 Reinforcement Learning.β13Dec 8, 2021Updated 4 years ago
- π Applications of Physics-Informed ML: A collection of notebooks from my Masters research, exploring how machine learning can solve scieβ¦β12Apr 29, 2026Updated 5 months ago
- Heterogeneous capacitated vehicle routing problemβ11Aug 4, 2018Updated 8 years ago
- Scaling Pareto-Efficient Decision Making via Offline Multi-Objective RL, published in ICLR 2023β34Dec 7, 2024Updated last year