princeton-nlp / lwmLinks
We develop world models that can be adapted with natural language. Intergrating these models into artificial agents allows humans to effectively control these agents through verbal communication.
☆24Updated last year
Alternatives and similar repositories for lwm
Users that are interested in lwm are comparing it to the libraries listed below
Sorting:
- This code accompanies the paper "Leveraging Skills from Unlabeled Prior Data for Efficient Online Exploration."☆34Updated 3 months ago
- ☆15Updated last year
- Official codebase for "The Generalization Gap in Offline Reinforcement Learning" accepted to ICLR 2024☆28Updated last year
- Learning to Modulate pre-trained Models in RL (Decision Transformer, LoRA, Fine-tuning)☆60Updated last year
- A minimal home grid world environment to evaluate language understanding in interactive agents.☆23Updated 2 years ago
- ☆42Updated 3 months ago
- The official code release for Q#: Provably Optimal Distributional RL for LLM Post-Training☆16Updated 7 months ago
- ☆103Updated last year
- Source codes for the paper "COMBO: Compositional World Models for Embodied Multi-Agent Cooperation"☆42Updated 7 months ago
- Recall to Imagine, a model-based RL algorithm with superhuman memory. Oral (1.2%) @ ICLR 2024☆74Updated last year
- The source code of the paper "Leveraging Pre-trained Large Language Models to Construct and Utilize World Models for Model-based Task Pla…☆102Updated last year
- VC-FB and MC-FB algorithms from "Zero-Shot Reinforcement Learning from Low Quality Data" (NeurIPS 2024)☆20Updated 9 months ago
- SmartPlay is a benchmark for Large Language Models (LLMs). Uses a variety of games to test various important LLM capabilities as agents. …☆141Updated last year
- Intelligent Go-Explore: Standing on the Shoulders of Giant Foundation Models☆65Updated 7 months ago
- Learning diverse options through the Laplacian representation.☆23Updated last year
- Official implementation of "Direct Preference-based Policy Optimization without Reward Modeling" (NeurIPS 2023)☆42Updated last year
- ☆10Updated 3 years ago
- The official implementations of Intention-conditioned Flow Occupancy Models (InFOM)☆29Updated 2 weeks ago
- ☆64Updated last year
- Code for "Unsupervised Zero-Shot RL via Functional Reward Representations"☆57Updated last year
- (NeurIPS '22) LISA: Learning Interpretable Skill Abstractions - A framework for unsupervised skill learning using Imitation☆29Updated 2 years ago
- off-policy RL on long sequences☆146Updated 2 months ago
- Official implementation of the DECKARD Agent from the paper "Do Embodied Agents Dream of Pixelated Sheep?"☆94Updated 2 years ago
- Implements the Messenger environment and EMMA model.☆25Updated 2 years ago
- Exploring techniques to generate diverse conventions in multi-agent settings☆15Updated last year
- CivRealm is an interactive environment for the open-source strategy game Freeciv-web based on Freeciv, a Civilization-inspired game.☆128Updated last year
- Efficient World Models with Context-Aware Tokenization. ICML 2024☆109Updated last year
- ☆28Updated last year
- ☆73Updated last year
- Thisi is the official code base for paper "Think Before You Act: Decision Transformers with Internal Working Memory"☆22Updated last year