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shenjie's Projects

mopo icon mopo

Code for MOPO: Model-based Offline Policy Optimization

move37 icon move37

Coding Demos from the School of AI's Move37 Course

multi-agent-reinforcement-learning icon multi-agent-reinforcement-learning

PyTorch implements multi-agent reinforcement learning algorithms, including QMIX, Independent PPO, Centralized PPO, Grid Wise Control, Grid Wise Control+PPO, Grid Wise Control+DDPG.

multi-commander icon multi-commander

Multi & Single Agent Reinforcement Learning for Traffic Signal Control Problem

multiagent_mujoco icon multiagent_mujoco

Benchmark for Continuous Multi-Agent Robotic Control, based on OpenAI's Mujoco Gym environments.

mycroft-core icon mycroft-core

Mycroft Core, the Mycroft Artificial Intelligence platform.

netron icon netron

Visualizer for neural network, deep learning, and machine learning models

nyxt icon nyxt

Nyxt - the hacker's browser.

on-policy icon on-policy

This is the official implementation of Multi-Agent PPO (MAPPO).

otter-browser icon otter-browser

Otter Browser aims to recreate the best aspects of the classic Opera (12.x) UI using Qt5

outline icon outline

The fastest knowledge base for growing teams. Beautiful, realtime collaborative, feature packed, and markdown compatible.

oyster icon oyster

Implementation of Efficient Off-policy Meta-learning via Probabilistic Context Variables (PEARL)

pantheonrl icon pantheonrl

PantheonRL is a package for training and testing multi-agent reinforcement learning environments. PantheonRL supports cross-play, fine-tuning, ad-hoc coordination, and more.

per icon per

Prioritized Experience Replay (PER) implementation in PyTorch

pettingzoo icon pettingzoo

An API standard for multi-agent reinforcement learning environments, with popular reference environments and related utilities

pfrl icon pfrl

PFRL: a PyTorch-based deep reinforcement learning library

pg-is-all-you-need icon pg-is-all-you-need

Policy Gradient is all you need! A step-by-step tutorial for well-known PG methods.

popular-rl-algorithms icon popular-rl-algorithms

PyTorch implementation of Soft Actor-Critic (SAC), Twin Delayed DDPG (TD3), Actor-Critic (AC/A2C), Proximal Policy Optimization (PPO), QT-Opt, PointNet..

postgres icon postgres

Unmodified Postgres with some useful plugins

powerinfer icon powerinfer

High-speed Large Language Model Serving on PCs with Consumer-grade GPUs

ppo-pytorch icon ppo-pytorch

Proximal Policy Optimization(PPO) with Intrinsic Curiosity Module(ICM)

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