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Zeng's Projects

rl-adventure icon rl-adventure

Pytorch Implementation of DQN / DDQN / Prioritized replay/ noisy networks/ distributional values/ Rainbow/ hierarchical RL

rl-adventure-2 icon rl-adventure-2

PyTorch0.4 implementation of: actor critic / proximal policy optimization / acer / ddpg / twin dueling ddpg / soft actor critic / generative adversarial imitation learning / hindsight experience replay

rl-code-resources icon rl-code-resources

A collection of Reinforcement Learning GitHub code resources divided by frameworks and environments

rl-movie-recommender icon rl-movie-recommender

The purpose of our research is to study reinforcement learning approaches to building a movie recommender system. We formulate the problem of interactive recommendation as a contextual multi-armed bandit.

rl-starter-files icon rl-starter-files

RL starter files in order to immediatly train, visualize and evaluate an agent without writing any line of code

rllab icon rllab

rllab is a framework for developing and evaluating reinforcement learning algorithms, fully compatible with OpenAI Gym.

rlpyt icon rlpyt

Reinforcement Learning in PyTorch

sgsn icon sgsn

SGSN: Supervised Generative Segmentation Network for semantic segmentation for all-day outdoor robot navigation

slam icon slam

learning SLAM,curse,paper and others

slamit_orbslam2_on_android icon slamit_orbslam2_on_android

Due to personal tech stack change, I'm focusing more on Web and backend dev instead of Mechanical Engineering. Thus this repository will not be maintained. Feel free to fork and change whatever you want. :)

torch-ac icon torch-ac

Recurrent and multi-process PyTorch implementation of deep reinforcement Actor-Critic algorithms: A2C and PPO

tpgr icon tpgr

python implementation of the TPGR

trfl icon trfl

TensorFlow Reinforcement Learning

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