tinkoff-ai/sigir-2021

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Python
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Apache License 2.0
Created about 3 years ago
Updated almost 3 years ago

tinkoff-ai/sigir-2021

tinkoff-ai

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4th place solution for the SIGIR 2021 challenge.

CORL

High-quality single-file implementations of SOTA Offline and Offline-to-Online RL algorithms: AWAC, BC, CQL, DT, EDAC, IQL, SAC-N, TD3+BC, LB-SAC, SPOT, Cal-QL, ReBRAC

etna

ETNA – Time-Series Library

katakomba

Data-Driven NetHack Tools: Datasets (30+) and recurrent-baselines (AWAC, BC, CQL, IQL, REM)

ReBRAC

Author's implementation of ReBRAC, a minimalist improvement upon TD3+BC

Jupyter Notebook

sac-rnd

Official implementation for "Anti-Exploration by Random Network Distillation", ICML 2023

palbert

Code for the paper "PALBERT: Teaching ALBERT to Ponder", NeurIPS 2022 Spotlight

probabilistic-embeddings

"Probabilistic Embeddings Revisited" paper official repository

eop

Code for the paper "Showing Your Offline Reinforcement Learning Work: Online Evaluation Budget Matters", ICML 2022

Jupyter Notebook

open-tlab

Примеры пропозалов для подачи заявки в Open.TLab

lb-sac

Official implementation for "Q-Ensemble for Offline RL: Don't Scale the Ensemble, Scale the Batch Size", NeurIPS 2022, Offline RL Workshop

cnf

Official implementation for "Let Offline RL Flow: Training Conservative Agents in the Latent Space of Normalizing Flows", NeurIPS 2022, Offline RL Workshop

exact

The original PyTorch implementation of the "EXACT: How Train Your Accuracy"

use_rs

Jupyter Notebook

dl-course

Jupyter Notebook

pycon-chit-chat

Jupyter Notebook