Decision Transformer: A brand new Offline RL Pattern.
☆37Jan 28, 2022Updated 4 years ago
Alternatives and similar repositories for DecisionTransformer_StepbyStep
Users that are interested in DecisionTransformer_StepbyStep are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Minimal implementation of Decision Transformer: Reinforcement Learning via Sequence Modeling in PyTorch for mujoco control tasks in Open…☆289Jun 10, 2022Updated 3 years ago
- The code repo contains multiple code reproduction processes of various SOTA deep learning algorithms☆37Mar 22, 2022Updated 4 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
- Related papers for offline reforcement learning (we mainly focus on representation and sequence modeling and conventional offline RL)☆18Apr 21, 2022Updated 3 years ago
- Decision Transformer for offline single-agent autonomous highway driving☆28Jun 19, 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.
- code of paper 《Independent Reinforcement Learning for Weakly Cooperative Multiagent Traffic Control Problem》☆17Dec 14, 2020Updated 5 years ago
- An unofficial implementation for online decision transformer☆41Sep 20, 2022Updated 3 years ago
- ☆117Apr 15, 2023Updated 3 years ago
- Official PyTorch code for "Sample Efficient Offline-to-Online Reinforcement Learning" in TKDE'23.☆16Aug 14, 2023Updated 2 years ago
- Research project for Deep Reinforcement Learning using Decision Transformer☆16May 12, 2023Updated 2 years ago
- The official implementation of "Transformer in Transformer as Backbone for Deep Reinforcement Learning"☆57Dec 27, 2023Updated 2 years ago
- PyTorch implementation of the Offline Reinforcement Learning algorithm CQL. Includes the versions DQN-CQL and SAC-CQL for discrete and co…☆148May 6, 2024Updated last year
- ☆12Aug 12, 2022Updated 3 years ago
- Official codebase for "The Generalization Gap in Offline Reinforcement Learning" accepted to ICLR 2024☆28Apr 8, 2026Updated last week
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- An easy PyTorch implementation of "Stabilizing Transformers for Reinforcement Learning"☆183Feb 21, 2023Updated 3 years ago
- Interpreting how transformers simulate agents performing RL tasks☆90Oct 23, 2023Updated 2 years ago
- Data Center Environment and Reinforcement Learning (RL) Control☆23Oct 29, 2023Updated 2 years ago
- Contrastive UCB: Provably Efficient Contrastive Self-Supervised Learning in Online Reinforcement Learning☆11Jun 16, 2022Updated 3 years ago
- Implementation of Decision Transformer, Conservative Q-Learning, and Behavior Cloning in Offline Reinforcement Learning setting☆28Oct 5, 2022Updated 3 years ago
- ☆19Jun 25, 2023Updated 2 years ago
- A curated list of Decision Transformer resources (continually updated)☆888Mar 8, 2026Updated last month
- ☆25Jul 13, 2022Updated 3 years ago
- Scaling Pareto-Efficient Decision Making via Offline Multi-Objective RL, published in ICLR 2023☆34Dec 7, 2024Updated last year
- 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.
- ☆11Sep 15, 2023Updated 2 years ago
- Discrete Bayesian optimization with LLMs, PEFT finetuning methods, and the Laplace approximation.☆23Jul 30, 2024Updated last year
- IPDALight for traffic signal control☆19Mar 18, 2024Updated 2 years ago
- This repository contains the implementation of the PTR algorithm described in the paper: Pre-Training for Robots: Leveraging Diverse Mult…☆32Oct 26, 2022Updated 3 years ago
- A System-Oriented Wargame Framework for Adversarial ML☆10Apr 24, 2023Updated 2 years ago
- ☆60Feb 3, 2023Updated 3 years ago
- Official codebase for Decision Transformer: Reinforcement Learning via Sequence Modeling.☆2,784Apr 29, 2024Updated last year
- Pytorch implementation of state-of-the-art offline reinforcement learning algorithms.☆23Aug 27, 2022Updated 3 years ago
- ☆12Aug 15, 2020Updated 5 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Matlab implementation of boids model☆13Aug 26, 2017Updated 8 years ago
- Fine-tuned MARL algorithms on SMAC (100% win rates on most scenarios)☆12Jul 29, 2023Updated 2 years ago
- Nonlinear Model Predictive Tracking Controller for AUV☆25Dec 29, 2017Updated 8 years ago
- ☆71May 9, 2024Updated last year
- Unofficial PyTorch implementation (replicating paper results) of Implicit Q-Learning (In-sample Q-Learning) for offline RL☆23Nov 4, 2024Updated last year
- A collection of offline reinforcement learning algorithms.☆208Nov 26, 2024Updated last year
- A project copied from google-research which named motion-imitation was rewrited with PyTorch☆10Sep 30, 2022Updated 3 years ago