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Jichao He's Projects

adversarial-robustness-toolbox icon adversarial-robustness-toolbox

Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference - Red and Blue Teams

armory icon armory

ARMORY Adversarial Robustness Evaluation Test Bed

baselines icon baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

bi-ac icon bi-ac

code implementation for 'Bi-level Actor-Critic for Multi-agent Coordination'(AAAI2020)

burpsuite-collections icon burpsuite-collections

BurpSuite收集:包括不限于 Burp 文章、破解版、插件、汉化等相关教程,欢迎添砖加瓦

cam icon cam

Class Activation Mapping

carla icon carla

Open-source simulator for autonomous driving research.

cevae icon cevae

Causal Effect Inference with Deep Latent-Variable Models

d4pg icon d4pg

Tensorflow implementation of a Deep Distributed Distributional Deterministic Policy Gradients (D4PG) network, trained on OpenAI Gym environments.

distrl-tensorflow2 icon distrl-tensorflow2

🐳 Implementation of various Distributional Reinforcement Learning Algorithms using TensorFlow2.

drrl icon drrl

A2C training of Relational Deep Reinforcement Learning Architecture

ebook-2 icon ebook-2

A collection of classic computer science books from Internet

fish-rl-alife icon fish-rl-alife

Running RL algorithms on the fish/shark aquarium environment to find unexpected biological insights.

graph_nets icon graph_nets

Relational inductive biases, deep learning, and graph networks

harsanyinet icon harsanyinet

An interpretable network to compute the Shapley values in a single forward propagation.

ic3net icon ic3net

Code for ICLR 2019 paper: Learning when to Communicate at Scale in Multiagent Cooperative and Competitive Tasks

maac icon maac

Code for "Actor-Attention-Critic for Multi-Agent Reinforcement Learning" ICML 2019

mac-network icon mac-network

Implementation for the paper "Compositional Attention Networks for Machine Reasoning" (Hudson and Manning, ICLR 2018)

maddpg icon maddpg

Code for the MADDPG algorithm from the paper "Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments"

magent icon magent

A Platform for Many-agent Reinforcement Learning

matd3implementation icon matd3implementation

Code for the RL method MATD3 described in the paper "Reducing Overestimation Bias in Multi-Agent Domains Using Double Centralized Critics"

mfrl icon mfrl

Mean Field Multi-Agent Reinforcement Learning

moba_rl icon moba_rl

Deep Reinforcement Learning for Multiplayer Online Battle Arena

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