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2020_algorithm_intern_information

2020年的算法实习岗位/校招公司信息表，部分包括内推码，和常见深度学习基础知识笔记、算法岗面试题答案，及暑期计算机视觉实习面经和总结。

ai_lib

avenue

berkeley-deep-rl-pytorch-solutions

Pytorch solutions for UC Berkeley's cs285 assignments

bilevel-optimization-in-coordination-game

code implementation for 'Bi-level Actor-Critic for Multi-agent Coordination'(AAAI2020)

coalitional-game

code for coalitional game

cs285_fa19_deep_reinforcement_learning

My solutions to UC Berkeley CS285 (originally CS294-112, deeprlcourse) Fall 2019 assignments

cs285_note_cn

CS285课程笔记

deep-reinforcement-learning-algorithms

32 projects in the framework of Deep Reinforcement Learning algorithms: Q-learning, DQN, PPO, DDPG, TD3, SAC, A2C and others. Each project is provided with a detailed training log.

deep-reinforcement-learning-with-pytorch

PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....

deeplearning

Python for《Deep Learning》，该书为《深度学习》(花书) 数学推导、原理剖析与源码级别代码实现

distributional-soft-actor-critic

drl

Deep Reinforcement Learning

gif

gym-continuousdoubleauction

A custom MARL (multi-agent reinforcement learning) environment where multiple agents trade against one another (self-play) in a zero-sum continuous double auction. Ray [RLlib] is used for training.

homework1

homework_fall2020

Assignments for Berkeley CS 285: Deep Reinforcement Learning (Fall 2020)

hw1

hw4

meta-learning-papers

Meta Learning / Learning to Learn / One Shot Learning / Few Shot Learning

mit-6.s094

MIT-6.S094: Deep Learning for Self-Driving Cars Assignments solutions

ml-agents

Unity Machine Learning Agents Toolkit

musa-611-spring-2022-week1

nj-transit

ppo-self-play

Reinforcement Learning | Multi-Agent RL | Self-Play | Proximal Policy Optimization Algorithm (PPO) agent | Unity Tennis environment

reinforce

Reinforcement Learning Algorithm Package & PuckWorld, GridWorld Gym environments

reinforcement-learning-an-introduction

Python Implementation of Reinforcement Learning: An Introduction

snake1v1

week-1

Exploratory Data Science in Python

xiaoyiwu

Use this template if you need a quick developer / data science portfolio! Based on a Minimal Jekyll theme for GitHub Pages.