zchuning / repoLinks
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:
- When Do Transformers Shine in RL? Decoupling Memory from Credit Assignment, NeurIPS 2023 (oral)☆62Updated last year
- Unofficial PyTorch implementation (replicating paper results) of Implicit Q-Learning (In-sample Q-Learning) for offline RL☆22Updated 7 months ago
- ☆24Updated last year
- Pytorch Implementation of Learning Latent Dynamic Robust Representations for World Models☆17Updated last year
- Official implementation for: Consistency Models as a Rich and Efficient Policy Class for Reinforcement Learning ICLR'24☆25Updated 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
- [ICLR 2024] Closing the Gap between TD Learning and Supervised Learning - A Generalisation Point of View.☆23Updated last year
- Code base for paper: Reparameterized Policy Learning for Multimodal Trajectory Optimization☆26Updated last year
- ☆47Updated 6 months ago
- ☆33Updated 2 years ago
- Representation Learning (RepL) Methods in Reinforcement Learning and Causal Inference☆28Updated 8 months ago
- Codes accompanying the paper "Score Regularized Policy Optimization through Diffusion Behavior" (ICLR 2024).☆44Updated last year
- Official PyTorch implementation of "ACE:Off-Policy Actor-Critic with Causality-Aware Entropy Regularization"☆29Updated last year
- Official PyTorch Implementation for Metric Residual Networks for Sample Efficient Goal-Conditioned Reinforcement Learning☆17Updated 2 years ago
- Official codebase for GTA: Generative Trajectory Augmentation with Guidance for Offline Reinforcement Learning.☆21Updated 6 months ago
- Implementation of SAC and TD3 based on various RNN and Transformer.☆22Updated 8 months ago
- ☆22Updated last year
- ☆23Updated last year
- [NeurIPS 2023] Implementation of Elastic Decision Transformer☆35Updated last year
- Synthetic Experience Replay☆92Updated last year
- Codebase for the paper "How Crucial is Transformer in Decision Transformer?". Containing experiments on different pendulum tasks and code…☆27Updated 2 years ago
- HIQL: Offline Goal-Conditioned RL with Latent States as Actions (NeurIPS 2023)☆84Updated 6 months ago
- BeCL: Behavior Contrastive Learning for Unsupervised Skill Discovery.☆19Updated 2 years ago
- Controllability-Aware Unsupervised Skill Discovery (ICML 2023)☆26Updated 2 years ago
- ☆18Updated 2 years ago
- [ICML 2023] Pre-train world model-based agents with different unsupervised strategies, fine-tune the agent's components selectively, and …☆39Updated last year
- Authors' PyTorch implementation of 'Recomposing the Reinforcement Learning Building-Blocks with Hypernetworks' (HypeRL)☆25Updated 3 years ago
- A Dual-RL method DVL: Dual-V Learning for offline and online reinforcement learning☆11Updated last year
- Code for Posterior Sampling for Deep Reinforcement Learning, ICML 2023☆27Updated last year
- Predictable MDP Abstraction for Unsupervised Model-Based RL (ICML 2023)☆32Updated 2 years ago