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Yunjia Xi's Projects

deque icon deque

Data structure 2018 course work -- implement Deque using dynamic array and linked list

implementation-and-some-modification-about-dqn-and-sac icon implementation-and-some-modification-about-dqn-and-sac

In this project, I explore some typical value-based and policy-based RL algorithms. I do experiments on DQN and its six variants and their combination in Atari environments Pong and Boxing. I also do some experiments on SAC with DDPG as baseline on three MuJoCo environments Hopper-v2, Ant-v2, and HalfCheetah-v2.

librerank icon librerank

LibRerank is a toolkit for re-ranking algorithms. There are a number of re-ranking algorithms, such as PRM, DLCM, GSF, miDNN, SetRank, EGRerank, Seq2Slate.

map icon map

Data structure 2018 course work -- implement Map using Red Black Tree

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