ml-jku / L2M
Learning to Modulate pre-trained Models in RL (Decision Transformer, LoRA, Fine-tuning)
☆51Updated last month
Related projects ⓘ
Alternatives and complementary repositories for L2M
- Official codebase for "The Generalization Gap in Offline Reinforcement Learning" accepted to ICLR 2024☆28Updated 3 months ago
- (NeurIPS '22) LISA: Learning Interpretable Skill Abstractions - A framework for unsupervised skill learning using Imitation☆25Updated last year
- Official code repository for Prompt-DT.☆96Updated 2 years ago
- Official code for "Unleashing the Power of Pre-trained Language Models for Offline Reinforcement Learning".☆37Updated 6 months ago
- HIQL: Offline Goal-Conditioned RL with Latent States as Actions (NeurIPS 2023)☆76Updated 11 months ago
- Predictable MDP Abstraction for Unsupervised Model-Based RL (ICML 2023)☆30Updated last year
- Codebase for "Uni[MASK]: Unified Inference in Sequential Decision Problems"☆54Updated 4 months ago
- ☆47Updated last year
- ☆28Updated last year
- METRA: Scalable Unsupervised RL with Metric-Aware Abstraction (ICLR 2024)☆57Updated last year
- Controllability-Aware Unsupervised Skill Discovery (ICML 2023)☆23Updated last year
- OpenAI gym environments for goal-conditioned and language-conditioned reinforcement learning☆13Updated last year
- [ICML 2023] Pre-train world model-based agents with different unsupervised strategies, fine-tune the agent's components selectively, and …☆33Updated 8 months ago
- ☆53Updated 3 weeks ago
- Guide Your Agent with Adaptive Multimodal Rewards (NeurIPS 2023 Accepted)☆32Updated last year
- Code for "Unsupervised Zero-Shot RL via Functional Reward Representations"☆52Updated 7 months ago
- Synthetic Experience Replay☆71Updated 5 months ago
- ☆20Updated last year
- [ICLR 2024] Closing the Gap between TD Learning and Supervised Learning - A Generalisation Point of View.☆21Updated 6 months ago
- Reinforcement Learning via Supervised Learning☆68Updated 2 years ago
- Generalized Decision Transformer for Offline Hindsight Information Matching (ICLR2022)☆66Updated 2 years ago
- Code for "Masked Autoencoding for Scalable and Generalizable Decision Making". NeurIPS 2022☆43Updated 7 months ago
- Extreme Q-Learning: Max Entropy RL without Entropy☆80Updated last year
- CaDM: Context-aware Dynamics Model for Generalization in Model-based Reinforcement Learning☆63Updated 4 years ago
- a simple and scalable agent for training adaptive policies with sequence-based RL☆89Updated this week
- Official implementation for: Consistency Models as a Rich and Efficient Policy Class for Reinforcement Learning ICLR'24☆22Updated 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…☆43Updated last year
- ExORL: Exploratory Data for Offline Reinforcement Learning☆104Updated 2 years ago
- Official repository for Paper "Offline Goal-Conditioned Reinforcement Learning via f-Advantage Regression" (NeurIPS 2022)☆35Updated last year