opendilab / DI-engineLinks
OpenDILab Decision AI Engine. The Most Comprehensive Reinforcement Learning Framework B.P.
☆3,523Updated 2 months ago
Alternatives and similar repositories for DI-engine
Users that are interested in DI-engine are comparing it to the libraries listed below
Sorting:
- PPO x Family DRL Tutorial Course（决策智能入门级公开课：8节课帮你盘清算法理论，理顺代码逻辑，玩转决策AI应用实践 ）☆2,401Updated 6 months ago
- A curated list of awesome model based RL resources (continually updated)☆1,220Updated last month
- JMLR: OmniSafe is an infrastructural framework for accelerating SafeRL research.☆998Updated 6 months ago
- [NeurIPS 2023 Spotlight] LightZero: A Unified Benchmark for Monte Carlo Tree Search in General Sequential Decision Scenarios (awesome MCT…☆1,440Updated last week
- One repository is all that is necessary for Multi-agent Reinforcement Learning (MARL)☆1,172Updated 10 months ago
- An artificial intelligence platform for the StarCraft II with large-scale distributed training and grand-master agents.☆1,297Updated 6 months ago
- An elegant PyTorch deep reinforcement learning library.☆8,823Updated 2 weeks ago
- Massively Parallel Deep Reinforcement Learning. 🔥☆4,190Updated last month
- [ICLR 2023] Come & try Decision-Intelligence version of "Agar"! Gobigger could also help you with multi-agent decision intelligence stud…☆468Updated 2 years ago
- A training framework for Stable Baselines3 reinforcement learning agents, with hyperparameter optimization and pre-trained agents include…☆2,567Updated last month
- A curated list of Decision Transformer resources (continually updated)☆824Updated 3 weeks ago
- Unified Reinforcement Learning Framework☆779Updated last year
- [AAAI 2023] Official PyTorch implementation of paper "ACE: Cooperative Multi-agent Q-learning with Bidirectional Action-Dependency".☆219Updated 2 years ago
- Fine-tuned MARL algorithms on SMAC (100% win rates on most scenarios)☆685Updated last year
- An API standard for multi-agent reinforcement learning environments, with popular reference environments and related utilities☆3,134Updated last month
- A collection of reference environments for offline reinforcement learning☆1,578Updated 10 months ago
- An offline deep reinforcement learning library☆1,559Updated last month
- Contrib package for Stable-Baselines3 - Experimental reinforcement learning (RL) code☆643Updated 2 weeks ago
- Clean PyTorch implementations of imitation and reward learning algorithms☆1,603Updated 9 months ago
- XuanCe: A Comprehensive and Unified Deep Reinforcement Learning Library☆955Updated last week
- PyTorch implementation of Soft Actor-Critic (SAC), Twin Delayed DDPG (TD3), Actor-Critic (AC/A2C), Proximal Policy Optimization (PPO), QT…☆1,287Updated 6 months ago
- This is the official implementation of Multi-Agent PPO (MAPPO).☆1,705Updated last year
- Implementations of IQL, QMIX, VDN, COMA, QTRAN, MAVEN, CommNet, DyMA-CL, and G2ANet on SMAC, the decentralised micromanagement scenario…☆1,649Updated 3 years ago
- DRLib：a Concise Deep Reinforcement Learning Library, Integrating HER, PER and D2SR for Almost Off-Policy RL Algorithms.☆557Updated last year
- Official codebase for Decision Transformer: Reinforcement Learning via Sequence Modeling.☆2,668Updated last year
- Python Multi-Agent Reinforcement Learning framework☆2,085Updated 2 years ago
- Concise pytorch implements of DRL algorithms, including REINFORCE, A2C, DQN, PPO(discrete and continuous), DDPG, TD3, SAC.☆1,382Updated 2 years ago
- SMAC: The StarCraft Multi-Agent Challenge☆1,261Updated last year
- A modular, primitive-first, python-first PyTorch library for Reinforcement Learning.☆3,083Updated last week
- PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.☆11,701Updated 2 weeks ago