zchuning / repoLinks
Resilient Model-Based RL by Regularizing Posterior Predictability
☆22Updated 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 last year
- ☆24Updated 2 years 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…☆47Updated 2 years ago
- Official repository for Paper "Offline Goal-Conditioned Reinforcement Learning via f-Advantage Regression" (NeurIPS 2022)☆36Updated 2 years ago
- When Do Transformers Shine in RL? Decoupling Memory from Credit Assignment, NeurIPS 2023 (oral)☆67Updated 2 years ago
- HIQL: Offline Goal-Conditioned RL with Latent States as Actions (NeurIPS 2023)☆93Updated last year
- Pytorch Implementation of Learning Latent Dynamic Robust Representations for World Models☆24Updated last year
- Code base for paper: Reparameterized Policy Learning for Multimodal Trajectory Optimization☆27Updated 2 years ago
- ☆29Updated 2 years ago
- Official implementation for: Consistency Models as a Rich and Efficient Policy Class for Reinforcement Learning ICLR'24☆26Updated last year
- ☆60Updated last week
- Repo for Implicit Diffusion Q-Learning☆123Updated 2 years ago
- Foundation Policies with Hilbert Representations (ICML 2024)☆105Updated 4 months ago
- Challenges and Opportunities in Offline Reinforcement Learning from Visual Observations☆113Updated last year
- Transformer-based World Models☆88Updated 2 years ago
- Synthetic Experience Replay☆107Updated 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
- Representation Learning (RepL) Methods in Reinforcement Learning and Causal Inference☆30Updated 2 months ago
- [ICLR 2024] Closing the Gap between TD Learning and Supervised Learning - A Generalisation Point of View.☆23Updated last year
- Extreme Q-Learning: Max Entropy RL without Entropy☆87Updated 2 years ago
- Source files to replicate experiments in my ICLR 2022 paper.☆71Updated 6 months ago
- Codes for "Efficient Offline Policy Optimization with a Learned Model", ICLR2023☆30Updated 2 years ago
- Official PyTorch implementation of "ACE:Off-Policy Actor-Critic with Causality-Aware Entropy Regularization"☆35Updated last year
- ☆48Updated 2 years ago
- ☆15Updated 2 years ago
- METRA: Scalable Unsupervised RL with Metric-Aware Abstraction (ICLR 2024)☆84Updated 2 years ago
- Official Codebase for Offline Reinforcement Learning from Images with Latent Space Models☆31Updated 4 years ago
- Authors' PyTorch implementation of 'Recomposing the Reinforcement Learning Building-Blocks with Hypernetworks' (HypeRL)☆26Updated 4 years ago
- Code release for "HarmonyDream: Task Harmonization Inside World Models" (ICML 2024), https://arxiv.org/abs/2310.00344☆49Updated last year
- Controllability-Aware Unsupervised Skill Discovery (ICML 2023)☆28Updated 2 years ago