zzmtsvv / ORLLinks
☆58Updated 10 months ago
Alternatives and similar repositories for ORL
Users that are interested in ORL are comparing it to the libraries listed below
Sorting:
- Synthetic Experience Replay☆107Updated last year
- ☆57Updated last month
- ☆58Updated 2 years ago
- [ICLR 2023 Oral] The official implementation of SQL and EQL in "Offline RL with No OOD Actions: In-Sample Learning via Implicit Value Reg…☆47Updated 2 years ago
- When Do Transformers Shine in RL? Decoupling Memory from Credit Assignment, NeurIPS 2023 (oral)☆68Updated last year
- ☆37Updated 2 years ago
- official implementation for our paper Cal-QL: Calibrated Offline RL Pre-Training for Efficient Online Fine-Tuning (NeurIPS 2023)☆114Updated last year
- Unofficial PyTorch implementation (replicating paper results) of Implicit Q-Learning (In-sample Q-Learning) for offline RL☆23Updated last year
- Author's PyTorch implementation of TD7 for online and offline RL☆154Updated 2 years ago
- Implementation of Multi-Game Decision Transformers in PyTorch☆47Updated 2 years ago
- HIQL: Offline Goal-Conditioned RL with Latent States as Actions (NeurIPS 2023)☆92Updated last year
- Representation Learning for RL☆128Updated 2 years ago
- Scaling Pareto-Efficient Decision Making via Offline Multi-Objective RL, published in ICLR 2023☆33Updated last year
- Official code for "RAMBO: Robust Adversarial Model-Based Offline RL", NeurIPS 2022☆31Updated 2 years ago
- Official codebase for GTA: Generative Trajectory Augmentation with Guidance for Offline Reinforcement Learning.☆28Updated last year
- Official implementation of NeurIPS'23 paper, Beyond Uniform Sampling: Offline Reinforcement Learning with Imbalanced Datasets☆27Updated last year
- Benchmarked implementations of Offline RL Algorithms.☆76Updated 9 months ago
- Repo for Implicit Diffusion Q-Learning☆117Updated 2 years ago
- Code for MOBILE: Model-Bellman Inconsistency Penalized Offline Policy Optimization☆22Updated last year
- Official code release for "CrossQ: Batch Normalization in Deep Reinforcement Learning for Greater Sample Efficiency and Simplicity"☆81Updated last year
- [NeurIPS 2022 Oral] The official implementation of POR in "A Policy-Guided Imitation Approach for Offline Reinforcement Learning"☆57Updated 2 years ago
- Conservative Q Learning on top of SAC☆132Updated 3 years ago
- Author's PyTorch implementation of ICML'23 paper "Policy Regularization with Dataset Constraint for Offline Reinforcement Learning" for D…☆18Updated last year
- Data-Driven NetHack Tools: Datasets (30+) and recurrent-baselines (AWAC, BC, CQL, IQL, REM)☆76Updated 2 years ago
- Representation Learning (RepL) Methods in Reinforcement Learning and Causal Inference☆30Updated 2 weeks ago
- Challenges and Opportunities in Offline Reinforcement Learning from Visual Observations☆112Updated last year
- A list of Offline to Online RL papers (continually updated)☆58Updated 2 weeks ago
- Simple maze environments using mujoco-py☆57Updated last year
- Policy Expansion for Bridging Offline-to-Online Reinforcement Learning (ICLR23)☆61Updated 2 years ago
- ExORL: Exploratory Data for Offline Reinforcement Learning☆119Updated 3 years ago