ml-jku / L2MLinks
Learning to Modulate pre-trained Models in RL (Decision Transformer, LoRA, Fine-tuning)
☆61Updated last year
Alternatives and similar repositories for L2M
Users that are interested in L2M are comparing it to the libraries listed below
Sorting:
- Official codebase for "The Generalization Gap in Offline Reinforcement Learning" accepted to ICLR 2024☆28Updated last year
- Official code repository for Prompt-DT.☆121Updated 3 years ago
- Generalized Decision Transformer for Offline Hindsight Information Matching (ICLR2022)☆70Updated 3 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
- HIQL: Offline Goal-Conditioned RL with Latent States as Actions (NeurIPS 2023)☆93Updated last year
- Official code for "Unleashing the Power of Pre-trained Language Models for Offline Reinforcement Learning".☆53Updated last year
- Extreme Q-Learning: Max Entropy RL without Entropy☆87Updated 2 years ago
- Codebase for "Uni[MASK]: Unified Inference in Sequential Decision Problems"☆57Updated last year
- Code for "Unsupervised Zero-Shot RL via Functional Reward Representations"☆57Updated last year
- METRA: Scalable Unsupervised RL with Metric-Aware Abstraction (ICLR 2024)☆84Updated 2 years ago
- off-policy RL on long sequences☆158Updated this week
- Synthetic Experience Replay☆107Updated last year
- Challenges and Opportunities in Offline Reinforcement Learning from Visual Observations☆113Updated last year
- ☆92Updated 3 years ago
- When Do Transformers Shine in RL? Decoupling Memory from Credit Assignment, NeurIPS 2023 (oral)☆67Updated 2 years ago
- ☆48Updated 2 years ago
- official implementation for our paper Cal-QL: Calibrated Offline RL Pre-Training for Efficient Online Fine-Tuning (NeurIPS 2023)☆119Updated last year
- ☆29Updated 2 years ago
- Transformer-based World Models☆88Updated 2 years ago
- Code for "Masked Autoencoding for Scalable and Generalizable Decision Making". NeurIPS 2022☆47Updated last year
- Reinforcement Learning via Supervised Learning☆72Updated 3 years ago
- [ICLR 2024] Closing the Gap between TD Learning and Supervised Learning - A Generalisation Point of View.☆23Updated last year
- Guide Your Agent with Adaptive Multimodal Rewards (NeurIPS 2023 Accepted)☆33Updated 2 years ago
- ExORL: Exploratory Data for Offline Reinforcement Learning☆128Updated 4 years ago
- Repo for Implicit Diffusion Q-Learning☆123Updated 2 years ago
- ☆17Updated 2 years ago
- ☆20Updated last year
- Foundation Policies with Hilbert Representations (ICML 2024)☆105Updated 4 months ago
- ☆118Updated 11 months ago
- ☆60Updated last week