Div99 / XQL
Extreme Q-Learning: Max Entropy RL without Entropy
☆80Updated last year
Related projects ⓘ
Alternatives and complementary repositories for XQL
- Challenges and Opportunities in Offline Reinforcement Learning from Visual Observations☆95Updated 5 months ago
- HIQL: Offline Goal-Conditioned RL with Latent States as Actions (NeurIPS 2023)☆76Updated last year
- official implementation for our paper Cal-QL: Calibrated Offline RL Pre-Training for Efficient Online Fine-Tuning☆78Updated 3 months ago
- METRA: Scalable Unsupervised RL with Metric-Aware Abstraction (ICLR 2024)☆58Updated last year
- Synthetic Experience Replay☆74Updated 5 months ago
- When Do Transformers Shine in RL? Decoupling Memory from Credit Assignment, NeurIPS 2023 (oral)☆55Updated 10 months ago
- Repo for Implicit Diffusion Q-Learning☆93Updated 11 months ago
- ExORL: Exploratory Data for Offline Reinforcement Learning☆105Updated 2 years ago
- Generalized Decision Transformer for Offline Hindsight Information Matching (ICLR2022)☆66Updated 2 years ago
- Code for "Unsupervised Zero-Shot RL via Functional Reward Representations"☆52Updated 7 months ago
- Benchmarked implementations of Offline RL Algorithms.☆65Updated 6 months ago
- Author's PyTorch implementation of TD7 for online and offline RL☆116Updated last year
- Official code repository for Prompt-DT.☆98Updated 2 years ago
- Conservative Q learning in Jax☆51Updated 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…☆44Updated last year
- Code release for Efficient Planning in a Compact Latent Action Space (ICLR2023) https://arxiv.org/abs/2208.10291.☆98Updated last year
- OGBench: Benchmarking Offline Goal-Conditioned RL☆79Updated 3 weeks ago
- Implementation of Trajectory Transformer with attention caching and batched beam search☆107Updated last year
- JAX implementation of deep RL agents with resets from the paper "The Primacy Bias in Deep Reinforcement Learning"☆99Updated 2 years ago
- Scaling Pareto-Efficient Decision Making via Offline Multi-Objective RL, published in ICLR 2023☆29Updated last year
- Code for MOBILE: Model-Bellman Inconsistency Penalized Offline Policy Optimization☆14Updated 7 months ago
- Foundation Policies with Hilbert Representations (ICML 2024)☆72Updated 7 months ago
- 🔥 Datasets and env wrappers for offline safe reinforcement learning☆76Updated 2 months ago
- Simplifying Model-based RL: Learning Representations, Latent-space Models and Policies with One Objective☆79Updated last year
- Official code release for "CrossQ: Batch Normalization in Deep Reinforcement Learning for Greater Sample Efficiency and Simplicity"☆57Updated 5 months ago
- Implemention of the Decision-Pretrained Transformer (DPT) from the paper Supervised Pretraining Can Learn In-Context Reinforcement Learni…☆54Updated 5 months ago
- Source files to replicate experiments in my ICLR 2022 paper.☆62Updated 4 months ago
- Skeleton for scalable and flexible Jax RL implementations☆63Updated last year
- ☆47Updated last year
- Transformer-based World Models☆71Updated last year