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annotated_deep_learning_paper_implementations

🧑‍🏫 59 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

atari_pong_ppo_dqn

bird_code

Code for paper "Bridging Imagination and Reality for Model-Based Deep Reinforcement Learning".

bug-free-telegram

bullet-manipulation-affordances

corl

High-quality single-file implementations of SOTA Offline RL algorithms: AWAC, BC, CQL, DT, EDAC, IQL, SAC-N, TD3+BC

d3rlpy

An offline deep reinforcement learning library

edac

Official PyTorch implementation of "Uncertainty-Based Offline Reinforcement Learning with Diversified Q-Ensemble" (NeurIPS'21)

h2o

When to Trust Your Simulator: Dynamics-Aware Hybrid Offline-and-Online Reinforcement Learning

lastorder-dota2

Dota2 AI bot

offline_to_online-rl-repo

[ICML 2021] Learning to Weight Imperfect Demonstrations

orad

ORAD: A New framework of Offline Reinforcement Learning with Q-value Regularization

parl

PARL A high-performance distributed training framework for Reinforcement Learning

planet

Learning Latent Dynamics for Planning from Pixels

reinforcement-learning

rl-book

Source codes for the book "Reinforcement Learning: Theory and Python Implementation"

sparse-reward-algorithms

Implement many Sparse Reward algorithms in Gym Fetch environment

tianshou

An elegant PyTorch deep reinforcement learning library.

v-d4rl

Challenges and Opportunities in Offline Reinforcement Learning from Visual Observations