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agentverse

🤖 AgentVerse 🪐 is designed to facilitate the deployment of multiple LLM-based agents in various applications, which primarily provides two frameworks: task-solving and simulation

alfworld

ALFWorld: Aligning Text and Embodied Environments for Interactive Learning

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

cher

Curriculum-guided Hindsight Experience Replay (NeurIPS-2019)

cleanrlxu

High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features

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

deepspeed

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

defog

Code release for the ICLR 2023 conference paper "DeFog: Decision Transformer under Random Frame Dropping"

dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

div-hindsight

This is the official code of our paper "Diversity-based Trajectory and Goal Selection with Hindsight Experience Relay" [PRICAI 2021].

efficientzero

Open-source codebase for EfficientZero, from "Mastering Atari Games with Limited Data" at NeurIPS 2021.

gym

A toolkit for developing and comparing reinforcement learning algorithms.

hindsight-experience-replay

This is the pytorch implementation of Hindsight Experience Replay (HER) - Experiment on all fetch robotic environments.

information_directed_sampling

Implementation of Russo and Van Roy work on Information Directed Sampling (2017)

ivr

Author's implementation of SQL and EQL in "Offline RL with No OOD Actions: In-Sample Learning via Implicit Value Regularization"

lamo-2023

Official code for "Unleashing the Power of Pre-trained Language Models for Offline Reinforcement Learning".

lmflow

An Extensible Toolkit for Finetuning and Inference of Large Foundation Models. Large Models for All.

mbpo_pytorch

A pytorch reprelication of the model-based reinforcement learning algorithm MBPO

metaworld

Collections of robotics environments geared towards benchmarking multi-task and meta reinforcement learning

muzero-hypermodel

MuZero

ogb

Benchmark datasets, data loaders, and evaluators for graph machine learning

overcooked_ai

A benchmark environment for fully cooperative human-AI performance.

pan-motion-retargeting

codes for paper "Pose-aware Attention Network for Flexible Motion Retargeting by Body Part" (TVCG2023)

rainbow

Rainbow: Combining Improvements in Deep Reinforcement Learning

rorl

Code for NeurIPS 2022 paper "Robust offline Reinforcement Learning via Conservative Smoothing"

slbo

Algorithmic Framework for Model-based Deep Reinforcement Learning with Theoretical Guarantees

tianshou

An elegant PyTorch deep reinforcement learning library.

trl

Train transformer language models with reinforcement learning.

uwmsg

vcp