jrobine / twm
Transformer-based World Models
☆76Updated last year
Alternatives and similar repositories for twm:
Users that are interested in twm are comparing it to the libraries listed below
- ☆72Updated 8 months ago
- HIQL: Offline Goal-Conditioned RL with Latent States as Actions (NeurIPS 2023)☆76Updated 2 months ago
- Official code release for "CrossQ: Batch Normalization in Deep Reinforcement Learning for Greater Sample Efficiency and Simplicity"☆64Updated 8 months ago
- Code release for Efficient Planning in a Compact Latent Action Space (ICLR2023) https://arxiv.org/abs/2208.10291.☆104Updated last year
- Challenges and Opportunities in Offline Reinforcement Learning from Visual Observations☆98Updated 8 months ago
- Extreme Q-Learning: Max Entropy RL without Entropy☆84Updated 2 years ago
- ☆47Updated last year
- A benchmark for offline goal-conditioned RL and offline RL☆121Updated last week
- Synthetic Experience Replay☆86Updated 8 months ago
- Public code for "Reinforcement Learning from Passive Data via Latent Intentions"☆87Updated last year
- Official code repository for Prompt-DT.☆102Updated 2 years ago
- Source files to replicate experiments in my ICLR 2022 paper.☆67Updated 7 months ago
- Code for "Masked Autoencoding for Scalable and Generalizable Decision Making". NeurIPS 2022☆43Updated 11 months ago
- official implementation for our paper Cal-QL: Calibrated Offline RL Pre-Training for Efficient Online Fine-Tuning☆84Updated 6 months ago
- Code for "Planning Goals for Exploration", ICLR2023 Spotlight. An unsupervised RL agent for hard exploration tasks.☆77Updated 9 months ago
- ☆20Updated 9 months ago
- Implementation of Jump-Start Reinforcement Learning (JSRL) with Stable Baselines3☆29Updated last year
- ☆69Updated 2 years ago
- Meta-RL Model-Based Algorithm☆29Updated 8 months ago
- Foundation Policies with Hilbert Representations (ICML 2024)☆76Updated 10 months ago
- Official implementation for: Consistency Models as a Rich and Efficient Policy Class for Reinforcement Learning ICLR'24☆24Updated 5 months ago
- Recall to Imagine, a model-based RL algorithm with superhuman memory. Oral (1.2%) @ ICLR 2024☆62Updated 8 months ago
- ☆39Updated 3 months ago
- Repo for Implicit Diffusion Q-Learning☆100Updated last year
- ☆70Updated 4 months ago
- Learning to Modulate pre-trained Models in RL (Decision Transformer, LoRA, Fine-tuning)☆54Updated 4 months ago
- Masked World Models for Visual Control☆120Updated last year
- Code for TRANSDREAMER: REINFORCEMENT LEARNING WITH TRANSFORMER WORLD MODELS☆25Updated last year
- Author's PyTorch implementation of TD7 for online and offline RL☆127Updated last year
- Official codebase for "Privileged Sensing Scaffolds Reinforcement Learning", contains the Scaffolder algorithm and Sensory Scaffolding Su…☆25Updated 10 months ago