Pinned Repositories
air-combat-Reinforcement-Learning
利用值函数逼近网络设计无人机空战自主决策系统,目前是初步的程序编写,之后会不断更新和详解。
bayesian-deep-learning-demystified
In which I try to demystify the fundamental concepts behind Bayesian deep learning.
beauty
Code-for-Error-Bounds-of-Imitating-Policies-and-Environments
deep-pilco-torch
Deep PILCO PyTorch Implementation
DeepPILCO
Deterministic-GAIL-PyTorch
PyTorch implementation of Deterministic Generative Adversarial Imitation Learning (GAIL) for Off Policy learning
htn_guided_rl
Making RL more efficient by using domain-knowledge embedded in HTNs, tested on Minecraft platform
ILPO
Official implementation of ICML paper Imitating Latent Policies from Observation
Imitation-Learning-Paper-Lists
Paper Collection for Imitation Learning in RL.
Junewind's Repositories
Junewind/air-combat-Reinforcement-Learning
利用值函数逼近网络设计无人机空战自主决策系统,目前是初步的程序编写,之后会不断更新和详解。
Junewind/bayesian-deep-learning-demystified
In which I try to demystify the fundamental concepts behind Bayesian deep learning.
Junewind/beauty
Junewind/Code-for-Error-Bounds-of-Imitating-Policies-and-Environments
Junewind/deep-pilco-torch
Deep PILCO PyTorch Implementation
Junewind/DeepPILCO
Junewind/Deterministic-GAIL-PyTorch
PyTorch implementation of Deterministic Generative Adversarial Imitation Learning (GAIL) for Off Policy learning
Junewind/ILPO
Official implementation of ICML paper Imitating Latent Policies from Observation
Junewind/Imitation-Learning-Paper-Lists
Paper Collection for Imitation Learning in RL.
Junewind/imitation_learning
PyTorch implementation of some reinforcement learning algorithms: Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), V-MPO, Behavior Cloning (BC). More algorithms will be added.
Junewind/Junction_Classification
use Matlab code to classify 10 junctions on campus/Pattern recognition coursework
Junewind/Junewind.github.io
Junewind/offline-rl-neurips.github.io
Junewind/PARL
A high-performance distributed training framework for Reinforcement Learning
Junewind/plot
Codes for plotting in the RL project
Junewind/policies_logic_programs
Few-shot Bayesian Imitation Learning with Policies as Logic over Programs
Junewind/Policy-Gradient
A simple policy gradient algorithm
Junewind/python-parallel
Junewind/PyTorch-RL
PyTorch implementation of Deep Reinforcement Learning: Policy Gradient methods (TRPO, PPO, A2C) and Generative Adversarial Imitation Learning (GAIL). Fast Fisher vector product TRPO.
Junewind/Reinforcement-Learning
Learn Deep Reinforcement Learning in 60 days! Lectures & Code in Python. Reinforcement Learning + Deep Learning
Junewind/Reinforcement-Learning-with-Prior-Knowledge
RL experiment with prior knowledge
Junewind/Reinforcement_learning_tutorial_with_demo
Reinforcement Learning Tutorial with Demo: DP (Policy and Value Iteration), Monte Carlo, TD Learning (SARSA, QLearning), Function Approximation, Policy Gradient, DQN, Imitation, Meta Learning, Papers, Courses, etc..
Junewind/RL-based-rule-learning
Junewind/RL-PriorKnowledge
Junewind/RL-Transfer
Learning to Transfer Knowledge in Playing Atari
Junewind/RLBNK
code for RLBNK paper
Junewind/rlpyt
Reinforcement Learning in PyTorch
Junewind/SG_DBN
Implementation of a dynamic bayesian network used to learn a social greeting behavioral intervention
Junewind/tangjianpku.github.io
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
Junewind/TradingGym
Trading and Backtesting environment for training reinforcement learning agent or simple rule base algo.