eric-ai-lab / llm_coordination
Code repository for the paper "LLM-Coordination: Evaluating and Analyzing Multi-agent Coordination Abilities in Large Language Models"
☆19Updated 5 months ago
Related projects: ⓘ
- (NeurIPS '22) LISA: Learning Interpretable Skill Abstractions - A framework for unsupervised skill learning using Imitation☆24Updated last year
- ☆21Updated 8 months ago
- Source codes for the paper "COMBO: Compositional World Models for Embodied Multi-Agent Cooperation"☆25Updated 5 months ago
- The source code of the paper "Leveraging Pre-trained Large Language Models to Construct and Utilize World Models for Model-based Task Pla…☆69Updated last month
- ☆11Updated last year
- (NeurIPS 2023) Residual Q-Learning: Offline and Online Policy Customization without Value☆27Updated 5 months ago
- Python code to implement LLM4Teach, a policy distillation approach for teaching reinforcement learning agents with Large Language Model☆22Updated 5 months ago
- Code for "Masked Autoencoding for Scalable and Generalizable Decision Making". NeurIPS 2022☆43Updated 6 months ago
- Guide Your Agent with Adaptive Multimodal Rewards (NeurIPS 2023 Accepted)☆32Updated 11 months ago
- Chain-of-Thought Predictive Control☆54Updated last year
- ☆11Updated 8 months ago
- Uni-RLHF platform for "Uni-RLHF: Universal Platform and Benchmark Suite for Reinforcement Learning with Diverse Human Feedback" (ICLR2024…☆30Updated 6 months ago
- ☆44Updated 7 months ago
- Implementation of "Open-World Multi-Task Control Through Goal-Aware Representation Learning and Adaptive Horizon Prediction"☆42Updated last year
- Official code for TLDR: Unsupervised Goal-Conditioned RL via Temporal Distance-Aware Representations☆18Updated 2 months ago
- [ICLR 2024] Code for the paper "Text2Reward: Automated Dense Reward Function Generation for Reinforcement Learning"☆113Updated 8 months ago
- [ICML'2023] "AdaptDiffuser: Diffusion Models as Adaptive Self-evolving Planners"☆45Updated 11 months ago
- Offline RLHF codebase implementation for "Uni-RLHF: Universal Platform and Benchmark Suite for Reinforcement Learning with Diverse Human …☆32Updated 5 months ago
- Learning to Modulate pre-trained Models in RL (Decision Transformer, LoRA, Fine-tuning)☆49Updated 8 months ago
- ☆11Updated 5 months ago
- ☆15Updated 11 months ago
- ☆12Updated last year
- MARS is shortened for Multi-Agent Research Studio, a library for mulit-agent reinforcement learning research.☆43Updated 6 months ago
- ☆49Updated 7 months ago
- Official code for "Unleashing the Power of Pre-trained Language Models for Offline Reinforcement Learning".☆37Updated 5 months ago
- a simple and scalable agent for training adaptive policies with sequence-based RL☆79Updated this week
- A RL approach to enable cost-effective, intelligent interactions between a local agent and a remote LLM☆60Updated 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…☆61Updated last year
- Code for "Unsupervised Zero-Shot RL via Functional Reward Representations"☆51Updated 5 months ago
- [NeurIPS 2022] Official codebase for "Meta-Reward-Net: Implicitly Differentiable Reward Learning for Preference-based Reinforcement Learn…☆19Updated 10 months ago