(NeurIPS '21 Spotlight) IQ-Learn: Inverse Q-Learning for Imitation
☆375Nov 28, 2022Updated 3 years ago
Alternatives and similar repositories for IQ-Learn
Users that are interested in IQ-Learn are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Clean PyTorch implementations of imitation and reward learning algorithms☆1,810Jan 7, 2025Updated last year
- Implementation of Off Policy Adversarial Inverse Reinforcement Learning☆23Oct 9, 2020Updated 6 years ago
- Domain-Robust Visual Imitation Learning with Mutual Information Constraints code☆19Mar 1, 2021Updated 5 years ago
- A curated list of awesome imitation learning resources and publications☆611Feb 5, 2024Updated 2 years ago
- Inverse RL algorithms (APP, MaxEnt, GAIL, VAIL)☆779Dec 22, 2023Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Extreme Q-Learning: Max Entropy RL without Entropy☆87Feb 14, 2023Updated 3 years ago
- Learning from Trajectories via Subgoal Discovery☆12Dec 10, 2020Updated 5 years ago
- ☆15Oct 16, 2020Updated 6 years ago
- ☆19Aug 9, 2022Updated 4 years ago
- ☆204Mar 25, 2023Updated 3 years ago
- [ICLR 2022 Spotlight] Code for Reinforcement Learning with Sparse Rewards using Guidance from Offline Demonstration☆28Feb 10, 2022Updated 4 years ago
- Pytorch Implementation of AAMAS 2021 paper <Energy-Based Imitation Learning>☆12Oct 8, 2021Updated 5 years ago
- Inverse Reinforcement Learning via State Marginal Matching, CoRL 2020☆46Jul 19, 2023Updated 3 years ago
- A collection of reference environments for offline reinforcement learning☆1,709Nov 18, 2024Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ☆42Oct 30, 2021Updated 4 years ago
- A library for building reinforcement learning and imitation learning agents in Pytorch☆61Jun 13, 2020Updated 6 years ago
- Code of the paper "LS-IQ: Implicit Reward Regularization for Inverse Reinforcement Learning" & LocoMuJoCo Baselines☆63Feb 2, 2024Updated 2 years ago
- Implementation of Inverse Reinforcement Learning (IRL) algorithms in Python/Tensorflow. Deep MaxEnt, MaxEnt, LPIRL☆684May 10, 2024Updated 2 years ago
- [IJCAI 2021] Robust Adversarial Imitation Learning via Adaptively-Selected Demonstrations☆16Feb 17, 2023Updated 3 years ago
- PyTorch implementation of GAIL and AIRL based on PPO.☆243Nov 22, 2020Updated 5 years ago
- Generalizable Imitation Learning from Observation via Inferring Goal Proximity (NeurIPS 2021)☆24Nov 16, 2021Updated 4 years ago
- ☆273Jun 5, 2018Updated 8 years ago
- [ICML 2019] Implementation of "Imitation Learning from Imperfect Demonstration"☆50Jun 18, 2019Updated 7 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- discrete soft Q learning(SQL) and soft Q imitation learning(SQIL) implementation in pytorch, simple!☆57Oct 18, 2022Updated 4 years ago
- Imitation learning algorithms☆575Updated this week
- Official implementation of Implicit Behavioral Cloning, as described in our CoRL 2021 paper, see more at https://implicitbc.github.io/☆377Jan 25, 2024Updated 2 years ago
- ExORL: Exploratory Data for Offline Reinforcement Learning☆140Feb 8, 2022Updated 4 years ago
- Official repository for paper "Versatile Offline Imitation from Observations and Examples via Regularized State-Occupancy Matching" (ICML…☆30Jan 12, 2023Updated 3 years ago
- Code for NeurIPS 2022 paper Exploiting Reward Shifting in Value-Based Deep RL☆29Oct 29, 2023Updated 2 years ago
- Implementation of ICLR 2025 paper "Q-Adapter: Customizing Pre-trained LLMs to New Preferences with Forgetting Mitigation"☆18Oct 5, 2024Updated 2 years ago
- Official implementation of the paper `Augmenting GAIL with BC for sample efficient imitation learning` in PyTorch☆35Jan 3, 2021Updated 5 years ago
- ☆16Oct 5, 2021Updated 5 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Contains implementation of the FILTER algorithm for exponentially faster inverse reinforcement learning.☆53Mar 24, 2023Updated 3 years ago
- [CoRL 2021] A robotics benchmark for cross-embodiment imitation.☆61Oct 4, 2023Updated 3 years ago
- Code for "Possibility Before Utility: Learning And Using Hierarchical Affordances" (ICLR 2022)☆14Mar 14, 2022Updated 4 years ago
- A simple implementation of Generative Adversarial Imitation Learning with PyTorch☆176Mar 22, 2022Updated 4 years ago
- ILSwiss is an Easy-to-run Imitation Learning (IL, or Learning from Demonstration, LfD) and also Reinforcement Learning (RL) framework (te…☆178Aug 3, 2023Updated 3 years ago
- [NeurIPS'21 Outstanding Paper] Library for reliable evaluation on RL and ML benchmarks, even with only a handful of seeds.☆878Aug 12, 2024Updated 2 years ago
- Multi-Modal Imitation Learning in Partially Observable Environments☆14Sep 5, 2020Updated 6 years ago