Alternatives and similar repositories for Preference-RL

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

• ChangWinde / RAT
  [AAAI 2025 Oral] Official code for "RAT: Adversarial Attacks on Deep Reinforcement Agents for Targeted Behaviors"
  ☆14Updated 4 months ago
• devindeng94 / LLM-SMAC
  A New Approach to Solving SMAC Task: Generating Decision Tree Code from Large Language Models
  ☆42Updated 2 months ago
• Arya87 / RL_draw_seabron
  Use seaborn to draw RL picture
  ☆26Updated 2 years ago
• FuxiRL / DunkCityDynasty
  ☆72Updated last year
• RyanLiu112 / MRN
  [NeurIPS 2022] Official codebase for "Meta-Reward-Net: Implicitly Differentiable Reward Learning for Preference-based Reinforcement Learn…
  ☆22Updated 4 months ago
• liyang619 / COLE-Platform
  Overcooked human-AI experiment platform
  ☆38Updated last year
• FanmingL / SmartLogger
  ☆11Updated last year
• rll-research / BPref
  Official codebase for "B-Pref: Benchmarking Preference-BasedReinforcement Learning" contains scripts to reproduce experiments.
  ☆123Updated 3 years ago
• chwoong / LiRE
  Listwise Reward Estimation for Offline Preference-based Reinforcement Learning (ICML 2024)
  ☆14Updated last year
• 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 last month
• sjtu-marl / ZSC-Eval
  This repository is the official implementation of ZSC-Eval: An Evaluation Toolkit and Benchmark for Multi-agent Zero-shot Coordination. P…
  ☆41Updated last month
• WeihaoTan / gym-macro-overcooked
  ☆12Updated 2 years ago
• srzer / LaMo-2023
  Official code for "Unleashing the Power of Pre-trained Language Models for Offline Reinforcement Learning".
  ☆48Updated last year
• tinnerhrhe / MTDiff
  ☆61Updated 7 months ago
• ZhengYinan-AIR / FISOR
  [ICLR 2024] The official implementation of "Safe Offline Reinforcement Learning with Feasibility-Guided Diffusion Model"
  ☆105Updated 4 months ago
• BellmanTimeHut / DIPO
  ☆104Updated 2 years ago
• PKU-RL / CORRO
  CORRO code
  ☆35Updated 2 years ago
• YangRui2015 / RIQL
  Code for ICLR 2024 paper "Towards Robust Offline Reinforcement Learning under Diverse Data Corruption"
  ☆17Updated 7 months ago
• gwthomas / IQL-PyTorch
  A PyTorch implementation of Implicit Q-Learning
  ☆82Updated 3 years ago
• Zzl35 / flow-to-better
  ☆23Updated last year
• jidiai / GRF_MARL
  Google Research Football MARL Benchmark and Research Toolkit
  ☆44Updated last year
• SafeRL-Lab / Robust-Gymnasium
  [ICLR 2025] Robust Gymnasium: A Unified Modular Benchmark for Robust Reinforcement Learning.
  ☆57Updated last month
• d5rlbenchmark / d5rl
  ☆28Updated last year
• zbzhu99 / madiff
  Implementation of "MADiff: Offline Multi-agent Learning with Diffusion Models"
  ☆75Updated this week
• tianxusky / Code-for-Error-Bounds-of-Imitating-Policies-and-Environments
  ☆10Updated 4 years ago
• jhejna / inverse-preference-learning
  ☆40Updated 2 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
• yihaosun1124 / pytorch-mopo
  re-implementation of the offline model-based RL algorithm MOPO in pytorch
  ☆25Updated 3 years ago
• CJReinforce / RIME_ICML2024
  Official code for ICML 2024 paper, "RIME: Robust Preference-based Reinforcement Learning with Noisy Preferences" (ICML 2024 Spotlight)
  ☆30Updated 8 months ago