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awesome-offline-rl

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

awesome-rlhf

A curated list of reinforcement learning with human feedback resources (continually updated)

banditlib

Library of contextual bandits algorithms

decentralized-proximal-algorithm-with-variance-reduction

This is the code used for the paper "PMGT-VR: A decentralized proximal-gradient algorithmic framework with variance reduction", prepint.

functionary

Chat language model that can use tools and interpret the results

iterative-rlhf

lmflow_raft_dev

This is a sub-branch for developing RAFT algorithm.

markdown4zhihu

一键解决知乎导入Markdown文件时图片和公式等问题。

math6913u

mpmab_beacon

This is the official implementation for the paper "Heterogeneous Multi-player Multi-armed Bandits: Closing the Gap and Generalization" in NeurIPS 2021.

multi-armed-bandit-test-framework

This is the code about multi_armed bandit used for my undergraduate thesis.

multi_player_multi_armed_bandit_algorithms

Implementation of state-of-the-art multi-player multi-armed bandit problem algorithms.

nemo-skills

A pipeline to improve skills of large language models

observe_then_incentivize

This is the official implementation for the paper "(Almost) Free Incentivized Exploration from Decentralized Learning Agents" in NeurIPS 2021.

online-rlhf

reward-bench

RewardBench: the first evaluation tool for reward models.

rlhf-reward-modeling-dev

Recipes to train reward model for RLHF.

sample-efficient-bayesian-rl

Source for the sample efficient tabular RL submission to the 2019 NIPS workshop on Biological and Artificial RL

tora

ToRA is a series of Tool-integrated Reasoning LLM Agents designed to solve challenging mathematical reasoning problems by interacting with tools [ICLR'24].

ultrafeedback

A large-scale, fine-grained, diverse preference dataset (and models).

vllm_eval

weixiongust

xwin-lm

Xwin-LM: Powerful, Stable, and Reproducible LLM Alignment

zhihu

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