zchuning / repo
Resilient Model-Based RL by Regularizing Posterior Predictability
☆17Updated last year
Alternatives and similar repositories for repo
Users that are interested in repo are comparing it to the libraries listed below
Sorting:
- Pytorch Implementation of Learning Latent Dynamic Robust Representations for World Models☆17Updated last year
- Codes for "Efficient Offline Policy Optimization with a Learned Model", ICLR2023☆29Updated 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…☆43Updated last year
- Unofficial PyTorch implementation (replicating paper results) of Implicit Q-Learning (In-sample Q-Learning) for offline RL☆23Updated 6 months ago
- Official codebase for GTA: Generative Trajectory Augmentation with Guidance for Offline Reinforcement Learning.☆21Updated 6 months ago
- ☆44Updated 5 months ago
- ☆24Updated last year
- ☆21Updated last year
- Official code for ACT: Empowering Decision Transformer with Dynamic Programming via Advantage Conditioning (AAAI'24)☆13Updated last year
- ☆25Updated last year
- [ICLR 2024] Closing the Gap between TD Learning and Supervised Learning - A Generalisation Point of View.☆23Updated last year
- Official implementation for: Consistency Models as a Rich and Efficient Policy Class for Reinforcement Learning ICLR'24☆25Updated 8 months ago
- Code base for paper: Reparameterized Policy Learning for Multimodal Trajectory Optimization☆25Updated last year
- ☆11Updated last year
- Controllability-Aware Unsupervised Skill Discovery (ICML 2023)☆26Updated last year
- ☆31Updated last year
- Authors' PyTorch implementation of 'Recomposing the Reinforcement Learning Building-Blocks with Hypernetworks' (HypeRL)☆25Updated 3 years ago
- HIQL: Offline Goal-Conditioned RL with Latent States as Actions (NeurIPS 2023)☆82Updated 5 months ago
- Codebase for the paper "How Crucial is Transformer in Decision Transformer?". Containing experiments on different pendulum tasks and code…☆27Updated 2 years ago
- Source code to reproduce experiments from Mendez et al., ICLR '22☆21Updated 2 years ago
- When Do Transformers Shine in RL? Decoupling Memory from Credit Assignment, NeurIPS 2023 (oral)☆62Updated last year
- [ICML 2023] Pre-train world model-based agents with different unsupervised strategies, fine-tune the agent's components selectively, and …☆38Updated last year
- [NeurIPS 2023] Implementation of Elastic Decision Transformer☆35Updated last year
- Official PyTorch Implementation for Metric Residual Networks for Sample Efficient Goal-Conditioned Reinforcement Learning☆17Updated 2 years ago
- Official codebase for "The Generalization Gap in Offline Reinforcement Learning" accepted to ICLR 2024☆28Updated 9 months ago
- Synthetic Experience Replay☆92Updated 11 months ago
- ☆24Updated 6 months ago
- ☆18Updated last year
- Official repo for Offline RL for Online RL☆16Updated last year
- Author's PyTorch implementation of ICML'23 paper "Policy Regularization with Dataset Constraint for Offline Reinforcement Learning" for D…☆18Updated 6 months ago