Huili Chen's starred repositories
rm-cooperative-marl
Code exploring the use of reward machines in the context of cooperative multi-agent reinforcement learning.
stochastic-reward-machines
Code for our AAAI-22 paper Reinforcement Learning with Stochastic Reward Machines
tugger-routing
Case-Study on Reinforcement Learning for Intralogistics
Reimplement_RewardMachine
just to reimplement a paper called " Using Reward Machines for High-Level Task Speciļ¬cation and Decomposition in Reinforcement Learning"
gym-subgoal-automata
Environments from the papers "Using Reward Machines for High-Level Task Specification and Decomposition in Reinforcement Learning" and "Induction and Exploitation of Subgoal Automata for Reinforcement Learning" using OpenAI Gym API.
deep-clustering
A tensorflow implementation for Deep clustering: Discriminative embeddings for segmentation and separation
deep-clustering
deep clustering method for single-channel speech separation
contextualbandits
Python implementations of contextual bandits algorithms