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ycl010203's Projects

reagent icon reagent

A platform for Reasoning systems (Reinforcement Learning, Contextual Bandits, etc.)

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.

reverb icon reverb

Reverb is an efficient and easy-to-use data storage and transport system designed for machine learning research

rl-adventure icon rl-adventure

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

rl-baselines-zoo icon rl-baselines-zoo

A collection of 100+ pre-trained RL agents using Stable Baselines, training and hyperparameter optimization included.

rl-baselines3-zoo icon rl-baselines3-zoo

A training framework for Stable Baselines3 reinforcement learning agents, with hyperparameter optimization and pre-trained agents included.

rlmeta icon rlmeta

RLMeta is a light-weight flexible framework for Distributed Reinforcement Learning Research.

safety-gym icon safety-gym

Tools for accelerating safe exploration research.

scalable_agent icon scalable_agent

A TensorFlow implementation of Scalable Distributed Deep-RL with Importance Weighted Actor-Learner Architectures.

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.

segtree icon segtree

General purpose segment tree library.

softlearning icon softlearning

Softlearning is a reinforcement learning framework for training maximum entropy policies in continuous domains. Includes the official implementation of the Soft Actor-Critic algorithm.

sonnet icon sonnet

TensorFlow-based neural network library

spinningup icon spinningup

An educational resource to help anyone learn deep reinforcement learning.

stable-baselines3 icon stable-baselines3

PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.

stalker icon stalker

A jQuery plugin allowing elements to follow the user as they scroll a page.

stalkphish icon stalkphish

StalkPhish - The Phishing kits stalker, harvesting phishing kits for investigations.

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