ml-jku / L2M
Learning to Modulate pre-trained Models in RL (Decision Transformer, LoRA, Fine-tuning)
☆54Updated 5 months ago
Alternatives and similar repositories for L2M:
Users that are interested in L2M are comparing it to the libraries listed below
- Codebase for "Uni[MASK]: Unified Inference in Sequential Decision Problems"☆54Updated 8 months ago
- Official codebase for "The Generalization Gap in Offline Reinforcement Learning" accepted to ICLR 2024☆28Updated 7 months ago
- Official code repository for Prompt-DT.☆107Updated 2 years ago
- ☆48Updated last year
- HIQL: Offline Goal-Conditioned RL with Latent States as Actions (NeurIPS 2023)☆77Updated 3 months ago
- Official code for "Unleashing the Power of Pre-trained Language Models for Offline Reinforcement Learning".☆41Updated 11 months ago
- When Do Transformers Shine in RL? Decoupling Memory from Credit Assignment, NeurIPS 2023 (oral)☆62Updated last year
- Generalized Decision Transformer for Offline Hindsight Information Matching (ICLR2022)☆67Updated 2 years ago
- ☆29Updated 2 years ago
- Challenges and Opportunities in Offline Reinforcement Learning from Visual Observations☆99Updated 9 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 last year
- Exploring techniques to generate diverse conventions in multi-agent settings☆13Updated last year
- METRA: Scalable Unsupervised RL with Metric-Aware Abstraction (ICLR 2024)☆64Updated last year
- ☆25Updated last year
- ☆41Updated 3 months ago
- Synthetic Experience Replay☆88Updated 9 months ago
- Guide Your Agent with Adaptive Multimodal Rewards (NeurIPS 2023 Accepted)☆33Updated last year
- OpenAI gym environments for goal-conditioned and language-conditioned reinforcement learning☆13Updated 2 weeks ago
- Codes for "Efficient Offline Policy Optimization with a Learned Model", ICLR2023☆27Updated last year
- Predictable MDP Abstraction for Unsupervised Model-Based RL (ICML 2023)☆32Updated 2 years ago
- Code for "Masked Autoencoding for Scalable and Generalizable Decision Making". NeurIPS 2022☆43Updated last year
- ☆33Updated last year
- [ICLR 2024] Closing the Gap between TD Learning and Supervised Learning - A Generalisation Point of View.☆23Updated 11 months ago
- Reinforcement Learning via Supervised Learning☆71Updated 2 years ago
- Code for "Unsupervised Zero-Shot RL via Functional Reward Representations"☆53Updated 11 months ago
- Controllability-Aware Unsupervised Skill Discovery (ICML 2023)☆24Updated last year
- Conservative Q learning in Jax☆53Updated 2 years ago
- Code for ICLR 2022 paper Rethinking Goal-Conditioned Supervised Learning and Its Connection to Offline RL.☆26Updated 3 years ago