Div99 / XQL
Extreme Q-Learning: Max Entropy RL without Entropy
☆82Updated last year
Alternatives and similar repositories for XQL:
Users that are interested in XQL are comparing it to the libraries listed below
- official implementation for our paper Cal-QL: Calibrated Offline RL Pre-Training for Efficient Online Fine-Tuning☆83Updated 5 months ago
- Challenges and Opportunities in Offline Reinforcement Learning from Visual Observations☆98Updated 8 months ago
- HIQL: Offline Goal-Conditioned RL with Latent States as Actions (NeurIPS 2023)☆76Updated last month
- Synthetic Experience Replay☆84Updated 8 months ago
- METRA: Scalable Unsupervised RL with Metric-Aware Abstraction (ICLR 2024)☆60Updated last year
- Conservative Q learning in Jax☆52Updated last year
- Benchmarked implementations of Offline RL Algorithms.☆68Updated last week
- When Do Transformers Shine in RL? Decoupling Memory from Credit Assignment, NeurIPS 2023 (oral)☆60Updated last year
- [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
- Repo for Implicit Diffusion Q-Learning☆99Updated last year
- Skeleton for scalable and flexible Jax RL implementations☆69Updated last year
- Author's PyTorch implementation of TD7 for online and offline RL☆124Updated last year
- Source files to replicate experiments in my ICLR 2022 paper.☆67Updated 6 months ago
- Generalized Decision Transformer for Offline Hindsight Information Matching (ICLR2022)☆66Updated 2 years ago
- Official code release for "CrossQ: Batch Normalization in Deep Reinforcement Learning for Greater Sample Efficiency and Simplicity"☆64Updated 7 months ago
- ExORL: Exploratory Data for Offline Reinforcement Learning☆107Updated 2 years ago
- OGBench: Benchmarking Offline Goal-Conditioned RL☆103Updated 3 months ago
- Transformer-based World Models☆75Updated last year
- Foundation Policies with Hilbert Representations (ICML 2024)☆76Updated 9 months ago
- Code for MOBILE: Model-Bellman Inconsistency Penalized Offline Policy Optimization☆17Updated 9 months ago
- Learning to Modulate pre-trained Models in RL (Decision Transformer, LoRA, Fine-tuning)☆52Updated 3 months ago
- Code release for Efficient Planning in a Compact Latent Action Space (ICLR2023) https://arxiv.org/abs/2208.10291.☆103Updated last year
- JAX implementation of deep RL agents with resets from the paper "The Primacy Bias in Deep Reinforcement Learning"☆102Updated 2 years ago
- Predictable MDP Abstraction for Unsupervised Model-Based RL (ICML 2023)☆32Updated last year
- ☆34Updated 2 months ago
- Official code repository for Prompt-DT.☆102Updated 2 years ago
- Code for "Unsupervised Zero-Shot RL via Functional Reward Representations"☆54Updated 10 months ago
- Scaling Pareto-Efficient Decision Making via Offline Multi-Objective RL, published in ICLR 2023☆30Updated last month
- ☆37Updated last year
- Simple maze environments using mujoco-py☆54Updated last year