This repository contains a collection of resources and papers on Diffusion Models for RL, accompanying the paper "Diffusion Models for Reinforcement Learning: A Survey"
☆670Nov 29, 2024Updated last year
Alternatives and similar repositories for Diff4RLSurvey
Users that are interested in Diff4RLSurvey are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A curated list of Diffusion Model in RL resources (continually updated)☆1,630May 30, 2026Updated last month
- CleanDiffuser: An Easy-to-use Modularized Library for Diffusion Models in Decision Making☆721Apr 20, 2025Updated last year
- Implementation of "MADiff: Offline Multi-agent Learning with Diffusion Models"☆111Jun 26, 2025Updated last year
- Code for the paper "Planning with Diffusion for Flexible Behavior Synthesis"☆1,294Jul 18, 2024Updated 2 years ago
- ☆371May 1, 2023Updated 3 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Summary of key papers and blogs about diffusion models to learn about the topic. Detailed list of all published diffusion robotics papers…☆919Sep 20, 2024Updated last year
- [NeurIPS 2023] Efficient Diffusion Policy☆113Oct 31, 2023Updated 2 years ago
- Official implementation of the RLC 2024 paper "Policy-Guided Diffusion"☆153Jul 19, 2024Updated 2 years ago
- Synthetic Experience Replay☆114Apr 16, 2026Updated 3 months ago
- ☆431Apr 29, 2024Updated 2 years ago
- Official implementation of Diffusion Policy Policy Optimization, arxiv 2024☆841Feb 4, 2025Updated last year
- ☆35May 24, 2023Updated 3 years ago
- ☆129May 30, 2023Updated 3 years ago
- Official implementation for the paper "Model-based Diffusion for Trajectory Optimization". Model-based diffusion (MBD) is a novel diffusi…☆339Mar 27, 2025Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- [RSS 2023] Diffusion Policy Visuomotor Policy Learning via Action Diffusion☆4,403Dec 24, 2024Updated last year
- Official implementation for: Consistency Models as a Rich and Efficient Policy Class for Reinforcement Learning ICLR'24☆27Aug 28, 2024Updated last year
- [ICLR 2024] The official implementation of "Safe Offline Reinforcement Learning with Feasibility-Guided Diffusion Model"☆129Feb 11, 2025Updated last year
- High-quality single-file implementations of SOTA Offline and Offline-to-Online RL algorithms: AWAC, BC, CQL, DT, EDAC, IQL, SAC-N, TD3+BC…☆1,367Aug 3, 2023Updated 2 years ago
- A collection of reference environments for offline reinforcement learning☆1,695Nov 18, 2024Updated last year
- Official code for "World Models via Policy-Guided Trajectory Diffusion", TMLR 2024☆77Mar 22, 2024Updated 2 years ago
- ☆64Nov 15, 2024Updated last year
- Datasets with baselines for Offline MARL.☆224Nov 2, 2025Updated 8 months ago
- [ECCV 2024] 💐Official implementation of the paper "Diffusion Reward: Learning Rewards via Conditional Video Diffusion"☆122Jul 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.
- code for paper "Entropy-regularized Diffusion Policy with Q-Ensembles for Offline Reinforcement Learning"☆21Feb 24, 2024Updated 2 years ago
- [ICML'2023 Oral] "AdaptDiffuser: Diffusion Models as Adaptive Self-evolving Planners"☆81Oct 21, 2023Updated 2 years ago
- Repo for Implicit Diffusion Q-Learning☆126Dec 5, 2023Updated 2 years ago
- Code for the paper "Training Diffusion Models with Reinforcement Learning"☆573Jul 5, 2023Updated 3 years ago
- 🤖 Elegant implementations of offline safe RL algorithms in PyTorch☆246Sep 13, 2024Updated last year
- code for "Diffusion Forcing: Next-token Prediction Meets Full-Sequence Diffusion"☆1,276Jul 6, 2026Updated 2 weeks ago
- A tutorial about diffusion model application in planning and control.☆122Feb 26, 2024Updated 2 years ago
- [RSS 2024] Consistency Policy: Accelerated Visuomotor Policies via Consistency Distillation☆203Jul 20, 2024Updated 2 years ago
- An index of algorithms for offline reinforcement learning (offline-rl)☆1,073May 23, 2024Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- official implementation for our paper Cal-QL: Calibrated Offline RL Pre-Training for Efficient Online Fine-Tuning (NeurIPS 2023)☆123Jul 31, 2024Updated last year
- ☆52Aug 7, 2024Updated last year
- A benchmark for offline goal-conditioned RL and offline RL☆439Jan 14, 2026Updated 6 months ago
- The official implementation of flow Q-learning (FQL)☆320Jul 21, 2025Updated last year
- ☆65Jan 30, 2026Updated 5 months ago
- ☆31Nov 23, 2023Updated 2 years ago
- Implementation of Flow Policy Optimization (FPO)☆453Jan 13, 2026Updated 6 months ago