ml-jku / L2MLinks
Learning to Modulate pre-trained Models in RL (Decision Transformer, LoRA, Fine-tuning)
☆60Updated 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.☆117Updated 3 years ago
- Code for "Unsupervised Zero-Shot RL via Functional Reward Representations"☆57Updated last year
- Extreme Q-Learning: Max Entropy RL without Entropy☆87Updated 2 years ago
- Challenges and Opportunities in Offline Reinforcement Learning from Visual Observations☆111Updated last year
- HIQL: Offline Goal-Conditioned RL with Latent States as Actions (NeurIPS 2023)☆91Updated 11 months ago
- Codebase for "Uni[MASK]: Unified Inference in Sequential Decision Problems"☆57Updated last year
- METRA: Scalable Unsupervised RL with Metric-Aware Abstraction (ICLR 2024)☆78Updated 2 years ago
- ☆17Updated 2 years ago
- off-policy RL on long sequences☆147Updated 3 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…☆44Updated 2 years ago
- ☆31Updated 2 years ago
- ☆48Updated 2 years ago
- Generalized Decision Transformer for Offline Hindsight Information Matching (ICLR2022)☆68Updated 3 years ago
- ☆29Updated 2 years ago
- ExORL: Exploratory Data for Offline Reinforcement Learning☆117Updated 3 years ago
- [ICLR 2024] Closing the Gap between TD Learning and Supervised Learning - A Generalisation Point of View.☆23Updated last year
- Controllability-Aware Unsupervised Skill Discovery (ICML 2023)☆27Updated 2 years ago
- Transformer-based World Models☆86Updated 2 years ago
- ☆109Updated 8 months ago
- Official code for "Unleashing the Power of Pre-trained Language Models for Offline Reinforcement Learning".☆53Updated last year
- Code for "Masked Autoencoding for Scalable and Generalizable Decision Making". NeurIPS 2022☆46Updated last year
- Reinforcement Learning via Supervised Learning☆72Updated 3 years ago
- Synthetic Experience Replay☆103Updated last year
- The official implementations of Intention-conditioned Flow Occupancy Models (InFOM)☆30Updated 3 weeks ago
- Foundation Policies with Hilbert Representations (ICML 2024)☆101Updated last month
- When Do Transformers Shine in RL? Decoupling Memory from Credit Assignment, NeurIPS 2023 (oral)☆68Updated last year
- Accelerating Research in Plasticity-Motivated Deep Reinforcement Learning.☆29Updated 4 months ago
- Official code for "Pretraining Representations For Data-Efficient Reinforcement Learning" (NeurIPS 2021)☆55Updated 4 years ago
- Repo for Implicit Diffusion Q-Learning☆116Updated last year