Alternatives and similar repositories for Preference-RL

Users that are interested in Preference-RL are comparing it to the libraries listed below

• RyanLiu112 / MRN
  [NeurIPS 2022] Official codebase for "Meta-Reward-Net: Implicitly Differentiable Reward Learning for Preference-based Reinforcement Learn…
  ☆22Updated 3 months ago
• samjia2000 / HSP
  This is a repository for Hidden-utility Self-Play.
  ☆26Updated last year
• LucasCJYSDL / DGMs-for-Offline-Policy-Learning
  This repository provides a survey on the applications of deep generative models for offline reinforcement learning and imitation learning…
  ☆49Updated 3 weeks ago
• devindeng94 / LLM-SMAC
  A New Approach to Solving SMAC Task: Generating Decision Tree Code from Large Language Models
  ☆40Updated 2 months ago
• ChangWinde / RAT
  [AAAI 2025 Oral] Official code for "RAT: Adversarial Attacks on Deep Reinforcement Agents for Targeted Behaviors"
  ☆14Updated 3 months ago
• FuxiRL / DunkCityDynasty
  ☆70Updated last year
• FanmingL / SmartLogger
  ☆11Updated last year
• rll-research / BPref
  Official codebase for "B-Pref: Benchmarking Preference-BasedReinforcement Learning" contains scripts to reproduce experiments.
  ☆122Updated 3 years ago
• BellmanTimeHut / DIPO
  ☆102Updated 2 years ago
• huxiao09 / QPA
  ☆12Updated 8 months ago
• maoliyuan / ODICE-Pytorch
  official implementation of ODICE
  ☆18Updated last year
• liyang619 / COLE-Platform
  Overcooked human-AI experiment platform
  ☆37Updated last year
• tinnerhrhe / MTDiff
  ☆61Updated 6 months ago
• Arya87 / RL_draw_seabron
  Use seaborn to draw RL picture
  ☆26Updated last year
• CJReinforce / RIME_ICML2024
  Official code for ICML 2024 paper, "RIME: Robust Preference-based Reinforcement Learning with Noisy Preferences" (ICML 2024 Spotlight)
  ☆29Updated 7 months ago
• d5rlbenchmark / d5rl
  ☆28Updated last year
• yuqingd / ellm
  ☆78Updated last year
• apexrl / GCRL-Collection
  This repo relates to the survey paper <Goal-Conditioned Reinforcement Learning: Problems and Solutions>. We collects widely used benchmar…
  ☆131Updated 2 years ago
• chwoong / LiRE
  Listwise Reward Estimation for Offline Preference-based Reinforcement Learning (ICML 2024)
  ☆14Updated 11 months ago
• AIR-DI / D2C
  D2C(Data-driven Control Library) is a library for data-driven control based on reinforcement learning.
  ☆24Updated last year
• yihaosun1124 / pytorch-mopo
  re-implementation of the offline model-based RL algorithm MOPO in pytorch
  ☆24Updated 3 years ago
• mantle2048 / rlplot
  rlplot is an easy to use and highly encapsulated RL plot library (including basic error bar lineplot and a wrapper to "rliable").
  ☆33Updated last year
• gwthomas / IQL-PyTorch
  A PyTorch implementation of Implicit Q-Learning
  ☆80Updated 3 years ago
• ldcq / ldcq
  ☆33Updated 2 years ago
• YangRui2015 / RIQL
  Code for ICLR 2024 paper "Towards Robust Offline Reinforcement Learning under Diverse Data Corruption"
  ☆17Updated 6 months ago
• PKU-RL / CORRO
  CORRO code
  ☆35Updated 2 years ago
• tianxusky / Code-for-Error-Bounds-of-Imitating-Policies-and-Environments
  ☆10Updated 4 years ago
• srzer / LaMo-2023
  Official code for "Unleashing the Power of Pre-trained Language Models for Offline Reinforcement Learning".
  ☆47Updated last year
• WeihaoTan / gym-macro-overcooked
  ☆12Updated 2 years ago
• ZhengYinan-AIR / OMIGA
  [NeurIPS 2023] The official implementation of "Offline Multi-Agent Reinforcement Learning with Implicit Global-to-Local Value Regularizat…
  ☆36Updated last year