ZJLAB-AMMI / LLM4Teach
Python code to implement LLM4Teach, a policy distillation approach for teaching reinforcement learning agents with Large Language Model
☆29Updated 9 months ago
Alternatives and similar repositories for LLM4Teach:
Users that are interested in LLM4Teach are comparing it to the libraries listed below
- ☆69Updated last year
- Enabling Mixed Opponent Strategy Script and Self-play on SMAC☆19Updated this week
- Implementation of TWOSOME☆62Updated 2 weeks ago
- Codebase for [Order Matters: Agent-by-agent Policy Optimization](https://openreview.net/forum?id=Q-neeWNVv1)☆26Updated last month
- The official implementation of "Transformer in Transformer as Backbone for Deep Reinforcement Learning"☆55Updated last year
- Code accompanying the paper "TiZero: Mastering Multi-Agent Football with Curriculum Learning and Self-Play" (AAMAS 2023) 足球游戏智能体☆51Updated last year
- Learning to Modulate pre-trained Models in RL (Decision Transformer, LoRA, Fine-tuning)☆52Updated 3 months ago
- ☆27Updated 10 months ago
- ICLR'2024: Learning Multi-Agent Communication from Graph Modeling Perspective☆23Updated 10 months ago
- ☆12Updated 11 months ago
- ☆26Updated last year
- ☆57Updated 2 months ago
- A RL approach to enable cost-effective, intelligent interactions between a local agent and a remote LLM☆66Updated 5 months ago
- The implementation of ICLR-2023 paper "Discovering Generalizable Multi-agent Coordination Skills from Multi-task Offline Data".☆38Updated 2 months ago
- Official repository of the paper TransfQMix: Transformers for Leveraging the Graph Structure of Multi-Agent Reinforcement Learning Proble…☆41Updated 9 months ago
- Policy Expansion for Bridging Offline-to-Online Reinforcement Learning (ICLR23)☆51Updated last year
- Code accompanying paper "Models as Agents: Optimizing Multi-Step Predictions of Interactive Local Models in Model-Based Multi-Agent Reinf…☆14Updated last year
- ☆106Updated last year
- Overcooked human-AI experiment platform☆32Updated last year
- Official code repository for Prompt-DT.☆102Updated 2 years ago
- Codes accompanying the paper "Believe What You See: Implicit Constraint Approach for Offline Multi-Agent Reinforcement Learning" (NeurIPS…☆72Updated 2 years ago
- ☆19Updated 3 months ago
- The offcial implementation of "ToM2C: Target-oriented Multi-agent Communication and Cooperation with Theory of Mind" (ICLR 2022) .☆58Updated 2 months ago
- (NeurIPS 2021) Neural Auto-Curricula in Two-Player Zero-Sum Games.☆29Updated 3 years ago
- LLM-Empowered State Representation for Reinforcement Learning (ICML2024 Accepted paper)☆24Updated 7 months ago
- [NeurIPS 2021] CDS achieves remarkable success in challenging benchmarks SMAC and GRF by balancing sharing and diversity.☆84Updated last year
- Multi-agent PPO with noise (97% win rates on Hard scenarios of SMAC)☆57Updated last year
- [ICML' 24] The PyTorch implementation of our paper: "Individual Contributions as Intrinsic Exploration Scaffolds for Multi-agent Reinforc…☆15Updated 8 months ago
- ☆42Updated 2 years ago
- The code for AAMAS2022 《GCS: Graph-based Coordination Strategy for Multi-Agent Reinforcement Learning》☆39Updated 3 years ago