Hongyao Tang's repositories
AAAI2021-VDFP
Source code and raw data of learning curves for AAAI 2021 paper - 《Foresee then Evaluate: Decomposing Value Estimation with Latent Future Prediction》
pymarl_alpha
Alpha code release for Python Multi-Agent Reinforcement Learning framework
Awesome-pytorch-list
A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.
Bayesian-Neural-Networks
Pytorch implementations of Bayes By Backprop, MC Dropout, SGLD, the Local Reparametrization Trick, KF-Laplace and more
CommNet-BiCnet
CommNet and BiCnet implementation in tensorflow
ddrl
Deep Developmental Reinforcement Learning
Deep-Reinforcement-Learning-Algorithms-with-PyTorch
PyTorch implementations of deep reinforcement learning algorithms and environments
deterministic-variational-inference
Sample code for running deterministic variational inference to train Bayesian neural networks
dreamer
Dream to Control: Learning Behaviors by Latent Imagination
gym-minigrid
Minimalistic gridworld environment for OpenAI Gym
icnn
Input Convex Neural Networks
MATC_Env
Multi-agent Trash Collecting domains used in research paper 《Hierarchical Deep Multiagent Reinforcement Learning》 (arXiv:1809.09332)
models
Models and examples built with TensorFlow
P3O
P3O paper code
planet
Deep Planning Network: Control from pixels by latent planning with learned dynamics
pytorch-a2c-ppo-acktr-gail
PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR) and Generative Adversarial Imitation Learning (GAIL).
scalable_agent
A TensorFlow implementation of Scalable Distributed Deep-RL with Importance Weighted Actor-Learner Architectures.
SLM-Lab
Modular Deep Reinforcement Learning framework in PyTorch.
smac
SMAC: The StarCraft Multi-Agent Challenge
SteinGAN
code for steinGAN - Learning to Draw Samples: With Application to Amortized MLE for Generative Adversarial Learning
TD3
PyTorch implementation of TD3 and DDPG for OpenAI gym tasks
transformer-tensorflow
Implementation of Transformer Model in Tensorflow
tsallis_actor_critic_mujoco
Implementation of Tsallis Actor Critic method