ZhengyaoJiang

PGPortfolio

PGPortfolio: Policy Gradient Portfolio, the source code of "A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem"(https://arxiv.org/pdf/1706.10059.pdf).

latentplan

Code release for Efficient Planning in a Compact Latent Action Space (ICLR2023) https://arxiv.org/abs/2208.10291.

NLRL

Source code of Neural Logic Reinforcement Learning (https://arxiv.org/abs/1904.10729)

GTG

Source code of "Grid-to-Graph: Flexible Spatial Relational Inductive Biases for Reinforcement Learning" (AAMAS 2021).

GradientInduction

Framework of DataLog Neural Program Synthesis

rl-portfolio-management

Attempting to replicate "A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem" https://arxiv.org/abs/1706.10059 (and an openai gym environment)

OLPS

Online Portfolio Selection toolbox

SURF2016

graphbackup

Code release for Graph Backup: Data Efficient Backup Exploiting Markovian Transitions https://arxiv.org/abs/2205.15824

MentalVr

The virtual reality controlled by mental command and voice

pdf-to-markdown

Convert PDF files into markdown files

RnnFromScratch

build tensorflow high level rnn api from scratch

tensorflow

Computation using data flow graphs for scalable machine learning

awesome-decentralized-llm

Collection of LLM resources that can be used to build products you can "own" or to perform reproducible research.

cardboard-unity

Google Cardboard

d4rl

A benchmark for offline reinforcement learning.

decision-transformer

Official codebase for Decision Transformer: Reinforcement Learning via Sequence Modeling.

draw_convnet

dreamerv2

Mastering Atari with Discrete World Models

Inline_asm_snake

neural-style

Neural style in TensorFlow! :art:

ntp

End-to-End Differentiable Proving

ray

A high-performance distributed execution engine

TankAI

a programming game ,in which you can use code to control the tank.

TD3_BC

Author's PyTorch implementation of TD3+BC, a simple variant of TD3 for offline RL

tensor2tensor

Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.

tflearn

Deep learning library featuring a higher-level API for TensorFlow.

ucl-dark.github.io

UCL Deciding, Acting, and Reasoning with Knowledge (DARK) Lab

ucl-latex-thesis-templates

UCL LaTeX thesis templates.

ZhengyaoJiang.github.io