ianthechan Goto Github PK

awesome-offline-rl

An index of algorithms for offline reinforcement learning (offline-rl)

chatgpt_system_prompt

collect agent's system prompt and share some prompt inject knowledge

cluster-resource-forecast

This repository contains experimental tools we developed to forecast a clusters' resource (CPU or memory) usage.

codac

coding-interview-university

A complete computer science study plan to become a software engineer.

deep-reinforcement-learning-algorithms-with-pytorch

PyTorch implementations of deep reinforcement learning algorithms and environments

ecole

Extensible Combinatorial Optimization Learning Environments

geminiprochat

Minimal web UI for GeminiPro.

gscholar-citations-crawler

Crawl all your citations from Google Scholar

ianthechan.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

leetcode-master

LeetCode 刷题攻略：配思维导图，将近200道经典算法题目刷题顺序、经典算法模板、共60w字的详细图解，以及难点视频题解。按照刷题攻略上的顺序来刷题，让你在算法学习上不再迷茫！🔥🔥给个star支持一下吧！🚀

mage

Learning Action-Value Gradients in Model-based Policy Optimization

mjrl

Reinforcement learning algorithms for MuJoCo tasks

mwc

This repository contains the C++ source codes for the paper: Sun Y, Li X, Erst A. Using Statistical Measures and Machine Learning for Graph Reduction to Solve Maximum Weight Clique Problems. IEEE Transactions on Pattern Analysis and Machine Intelligence, accepted in Nov 2019.

pdp-n2s

For my thesis

practical_rl

A course in reinforcement learning in the wild

pubtest

pyscipopt

Python interface for the SCIP Optimization Suite

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).

reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

rl_graph_generation

tianshou

An elegant PyTorch deep reinforcement learning library.