zchuning / repoLinks
Resilient Model-Based RL by Regularizing Posterior Predictability
☆20Updated last year
Alternatives and similar repositories for repo
Users that are interested in repo are comparing it to the libraries listed below
Sorting:
- Unofficial PyTorch implementation (replicating paper results) of Implicit Q-Learning (In-sample Q-Learning) for offline RL☆23Updated 10 months ago
- HIQL: Offline Goal-Conditioned RL with Latent States as Actions (NeurIPS 2023)☆89Updated 9 months ago
- When Do Transformers Shine in RL? Decoupling Memory from Credit Assignment, NeurIPS 2023 (oral)☆65Updated last year
- Foundation Policies with Hilbert Representations (ICML 2024)☆94Updated 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…☆44Updated 2 years ago
- Codes for "Efficient Offline Policy Optimization with a Learned Model", ICLR2023☆30Updated 2 years ago
- Code base for paper: Reparameterized Policy Learning for Multimodal Trajectory Optimization☆27Updated 2 years ago
- ☆24Updated last year
- Official repository for Paper "Offline Goal-Conditioned Reinforcement Learning via f-Advantage Regression" (NeurIPS 2022)☆36Updated last year
- Source files to replicate experiments in my ICLR 2022 paper.☆70Updated 2 months ago
- Controllability-Aware Unsupervised Skill Discovery (ICML 2023)☆27Updated 2 years ago
- ☆53Updated 2 months ago
- Official implementation for: Consistency Models as a Rich and Efficient Policy Class for Reinforcement Learning ICLR'24☆26Updated last year
- METRA: Scalable Unsupervised RL with Metric-Aware Abstraction (ICLR 2024)☆73Updated last year
- [ICML 2023] Pre-train world model-based agents with different unsupervised strategies, fine-tune the agent's components selectively, and …☆40Updated last year
- [ICLR 2024] Closing the Gap between TD Learning and Supervised Learning - A Generalisation Point of View.☆23Updated last year
- Pytorch Implementation of Learning Latent Dynamic Robust Representations for World Models☆20Updated last year
- ☆29Updated last year
- Repo for Implicit Diffusion Q-Learning☆114Updated last year
- Challenges and Opportunities in Offline Reinforcement Learning from Visual Observations☆108Updated last year
- Transformer-based World Models☆85Updated 2 years ago
- Representation Learning (RepL) Methods in Reinforcement Learning and Causal Inference☆28Updated 11 months ago
- Synthetic Experience Replay☆102Updated last year
- ☆16Updated 2 years ago
- ☆105Updated 7 months ago
- ☆25Updated last year
- Official codebase for GTA: Generative Trajectory Augmentation with Guidance for Offline Reinforcement Learning.☆25Updated 10 months ago
- Controllability-Aware Unsupervised Skill Discovery (ICML 2023)☆33Updated 2 years ago
- OpenAI gym environments for goal-conditioned and language-conditioned reinforcement learning☆14Updated 6 months ago
- PWM: Policy Learning with Large World Models☆57Updated last month