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Yucong Zhang's Projects

reinforce icon reinforce

Reinforcement Learning Algorithm Package & PuckWorld, GridWorld Gym environments

reinforcement-learning icon reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

rl-book icon rl-book

Source codes for the book "Reinforcement Learning: Theory and Python Implementation"

rocalphago icon rocalphago

An independent, student-led replication of DeepMind's 2016 Nature publication, "Mastering the game of Go with deep neural networks and tree search" (Nature 529, 484-489, 28 Jan 2016), details of which can be found on their website https://deepmind.com/publications.html.

s2client-proto icon s2client-proto

StarCraft II Client - protocol definitions used to communicate with StarCraft II.

seed_rl icon seed_rl

SEED RL: Scalable and Efficient Deep-RL with Accelerated Central Inference. Implements IMPALA and R2D2 algorithms in TF2 with SEED's architecture.

smac icon smac

SMAC: The StarCraft Multi-Agent Challenge

spinningup icon spinningup

An educational resource to help anyone learn deep reinforcement learning.

starcraft icon starcraft

Implementations of IQL, QMIX, VDN, COMA, QTRAN, MAVEN, CommNet, DyMA-CL, and G2ANet on SMAC, the decentralised micromanagement scenario of StarCraft II

tianshou icon tianshou

An elegant PyTorch deep reinforcement learning library.

vpnforchina.github.io icon vpnforchina.github.io

2021**翻墙软件和科学上网推荐指南,最新稳定好用的翻墙VPN推荐,能用的VPN梯子不多了,以及对比VPS自建梯子、SSR机场、V2ray、蓝灯、老王VPN、WireGuard等翻墙软件和科学上网方法。

wu-uct icon wu-uct

A novel parallel UCT algorithm with linear speedup and negligible performance loss.

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