flowersteam / lamorel
Lamorel is a Python library designed for RL practitioners eager to use Large Language Models (LLMs).
☆195Updated 2 weeks ago
Related projects ⓘ
Alternatives and complementary repositories for lamorel
- We perform functional grounding of LLMs' knowledge in BabyAI-Text☆220Updated 2 months ago
- ScienceWorld is a text-based virtual environment centered around accomplishing tasks from the standardized elementary science curriculum.☆220Updated last month
- SmartPlay is a benchmark for Large Language Models (LLMs). Uses a variety of games to test various important LLM capabilities as agents. …☆121Updated 7 months ago
- Official implementation of the DECKARD Agent from the paper "Do Embodied Agents Dream of Pixelated Sheep?"☆86Updated last year
- Implementation of TWOSOME☆49Updated 6 months ago
- ☆202Updated last year
- Research Code for "ArCHer: Training Language Model Agents via Hierarchical Multi-Turn RL"☆108Updated 7 months ago
- Code for "Learning to Model the World with Language." ICML 2024 Oral.☆365Updated last year
- ☆73Updated 4 months ago
- Official code from the paper "Offline RL for Natural Language Generation with Implicit Language Q Learning"☆199Updated last year
- A RL approach to enable cost-effective, intelligent interactions between a local agent and a remote LLM☆63Updated 2 months ago
- Preference Transformer: Modeling Human Preferences using Transformers for RL (ICLR2023 Accepted)☆151Updated last year
- Implementation of "Describe, Explain, Plan and Select: Interactive Planning with Large Language Models Enables Open-World Multi-Task Agen…☆255Updated last year
- ☆201Updated this week
- Intrinsic Motivation from Artificial Intelligence Feedback☆119Updated last year
- a simple and scalable agent for training adaptive policies with sequence-based RL☆91Updated this week
- [ICLR 2024] Code for the paper "Text2Reward: Automated Dense Reward Function Generation for Reinforcement Learning"☆129Updated 3 weeks ago
- The source code of the paper "Leveraging Pre-trained Large Language Models to Construct and Utilize World Models for Model-based Task Pla…☆77Updated 3 months ago
- Reasoning with Language Model is Planning with World Model☆145Updated last year
- A collection of LLM with RL papers☆230Updated 6 months ago
- AdaPlanner: Language Models for Decision Making via Adaptive Planning from Feedback☆96Updated last year
- ☆67Updated last year
- [ICLR 2024] Source codes for the paper "Building Cooperative Embodied Agents Modularly with Large Language Models"☆225Updated 3 weeks ago
- An OpenAI gym environment to evaluate the ability of LLMs (eg. GPT-4, Claude) in long-horizon reasoning and task planning in dynamic mult…☆62Updated last year
- ☆137Updated 6 months ago
- An extensible benchmark for evaluating large language models on planning☆293Updated 6 months ago
- ☆121Updated 9 months ago
- CivRealm is an interactive environment for the open-source strategy game Freeciv-web based on Freeciv, a Civilization-inspired game.☆93Updated 2 months ago
- Code for Contrastive Preference Learning (CPL)☆154Updated 9 months ago
- Official code repository for Prompt-DT.☆98Updated 2 years ago