Zihan Ding

PyTorch implementation of Soft Actor-Critic (SAC), Twin Delayed DDPG (TD3), Actor-Critic (AC/A2C), Proximal Policy Optimization (PPO), QT-Opt, PointNet..

quantumiracle

Benchmark present methods for efficient reinforcement learning. Methods include Reptile, MAML, Residual Policy, etc. RL algorithms include DDPG, PPO.

quantumiracle

Open-source code for paper CDT: Cascading Decision Trees for Explainable Reinforcement Learning

quantumiracle

MARS is shortened for Multi-Agent Research Studio, a library for mulit-agent reinforcement learning research.

quantumiracle

Q-network with cross-entropy (CE) method for reinforcement learning.

quantumiracle