LAMDA-RL / OfflineRL-Lib
Benchmarked implementations of Offline RL Algorithms.
☆68Updated last week
Alternatives and similar repositories for OfflineRL-Lib:
Users that are interested in OfflineRL-Lib are comparing it to the libraries listed below
- Code for MOBILE: Model-Bellman Inconsistency Penalized Offline Policy Optimization☆17Updated 9 months ago
- ☆34Updated 2 months 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…☆45Updated last year
- HIQL: Offline Goal-Conditioned RL with Latent States as Actions (NeurIPS 2023)☆76Updated last month
- When Do Transformers Shine in RL? Decoupling Memory from Credit Assignment, NeurIPS 2023 (oral)☆60Updated last year
- official implementation for our paper Cal-QL: Calibrated Offline RL Pre-Training for Efficient Online Fine-Tuning☆83Updated 5 months ago
- 🔥 Datasets and env wrappers for offline safe reinforcement learning☆84Updated 4 months ago
- Source files to replicate experiments in my ICLR 2022 paper.☆67Updated 6 months ago
- Synthetic Experience Replay☆84Updated 8 months ago
- The official repository of Decoupled Reinforcement Learning to Stabilise Intrinsically-Motivated Exploration" (AAMAS 2022)☆27Updated 2 years ago
- Pessimistic Bootstrapping for Uncertainty-Driven Offline Reinforcement Learning☆28Updated 2 years ago
- Extreme Q-Learning: Max Entropy RL without Entropy☆82Updated last year
- ☆22Updated 2 years ago
- ☆20Updated 9 months ago
- ☆41Updated 3 years ago
- Conservative Q learning in Jax☆52Updated last year
- ExORL: Exploratory Data for Offline Reinforcement Learning☆107Updated 2 years ago
- Challenges and Opportunities in Offline Reinforcement Learning from Visual Observations☆98Updated 8 months ago
- Official code release for "CrossQ: Batch Normalization in Deep Reinforcement Learning for Greater Sample Efficiency and Simplicity"☆64Updated 7 months ago
- Generalized Decision Transformer for Offline Hindsight Information Matching (ICLR2022)☆66Updated 2 years ago
- ☆54Updated 11 months ago
- Official code for "RAMBO: Robust Adversarial Model-Based Offline RL", NeurIPS 2022☆26Updated last year
- A beginner-friendly repository on Deep Reinforcement Learning (RL), written in PyTorch.☆22Updated 3 weeks ago
- Code for NeurIPS2023 accepted paper: Counterfactual Conservative Q Learning for Offline Multi-agent Reinforcement Learning.☆32Updated 7 months ago
- Code accompanying the paper Adversarially Trained Actor Critic for Offline Reinforcement Learning by Ching-An Cheng*, Tengyang Xie*, Nan …☆69Updated last year
- [NeurIPS 2022 Oral] The official implementation of POR in "A Policy-Guided Imitation Approach for Offline Reinforcement Learning"☆57Updated last year
- [ICML 2022] The official implementation of DWBC in "Discriminator-Weighted Offline Imitation Learning from Suboptimal Demonstrations"☆34Updated 2 years ago
- ☆18Updated last year
- JAX implementation of deep RL agents with resets from the paper "The Primacy Bias in Deep Reinforcement Learning"☆102Updated 2 years ago
- ☆17Updated 2 years ago