asokraju / Adv-MARL
Adversarial attacks in consensus-based multi-agent reinforcement learning
☆20Updated last year
Alternatives and similar repositories for Adv-MARL:
Users that are interested in Adv-MARL are comparing it to the libraries listed below
- Adversarial Reinforcement Learning papers (single-agent setting and multi-agent setting)☆64Updated 2 years ago
- [NeurIPS 2020, Spotlight] State-Adversarial DQN (SA-DQN) for robust deep reinforcement learning☆34Updated 3 years ago
- [NeurIPS 2020, Spotlight] Code for "Robust Deep Reinforcement Learning against Adversarial Perturbations on Observations"☆119Updated 3 years ago
- Robust Reinforcement Learning with the Alternating Training of Learned Adversaries (ATLA) framework☆60Updated 3 years ago
- Adversarial attacks on Deep Reinforcement Learning (RL)☆83Updated 3 years ago
- The code for AAMAS2022 《GCS: Graph-based Coordination Strategy for Multi-Agent Reinforcement Learning》☆39Updated 3 years ago
- Project on multi agent reinforcement learning applied on patrolling agents☆38Updated 5 years ago
- Code for the NeurIPS 2023 Paper: Robust Multi-Agent Reinforcement Learning via Adversarial Regularization: Theoretical Foundation and Sta…☆20Updated last year
- Code for our paper: Scalable Multi-Agent Reinforcement Learning through Intelligent Information Aggregation☆100Updated last week
- Is Centralized Training with Decentralized Execution Framework Centralized Enough for MARL?☆22Updated 7 months ago
- Value-Decomposition Multi-Agent Actor-Critics☆40Updated 2 years ago
- This repository contains the official code for our NeurIPS 2021 publication "Robust Deep Reinforcement Learning through Adversarial Loss…☆29Updated 2 years ago
- Implementations of MAPPO and IPPO on SMAC, the multi-agent StarCraft environment.☆60Updated 2 years ago
- Code for NeurIPS paper "Self-Organized Group for Cooperative Multi-agentReinforcement Learning".☆19Updated last year
- Implementation for mSAC methods in PyTorch☆40Updated 3 years ago
- Code for "On the Robustness of Safe Reinforcement Learning under Observational Perturbations" (ICLR 2023)☆44Updated last month
- ICML 2019 RL for Real Life Workshop: Recurrent MADDPG for Partially Observable and Limited Communication Settings☆43Updated 5 years ago
- Hierarchical Cooperative Multi-Agent Reinforcement Learning with Skill Discovery☆98Updated 2 years ago
- ☆16Updated last year
- Official repository of the paper TransfQMix: Transformers for Leveraging the Graph Structure of Multi-Agent Reinforcement Learning Proble…☆41Updated 9 months ago
- ☆83Updated 3 years ago
- Code for "Constrained Variational Policy Optimization for Safe Reinforcement Learning" (ICML 2022)☆68Updated last year
- ☆39Updated 3 years ago
- Hybrid action space reinforcement learning algorithms.☆12Updated 3 years ago
- ☆38Updated 2 years ago
- The official code releasement of publications in MARL field of TJU RL lab.☆67Updated 2 years ago
- Implementation code for GraphMIX: Graph Convolutional Value Decomposition in Multi-Agent Reinforcement Learning☆29Updated 3 years ago
- ☆15Updated 5 years ago
- PyTorch implementation of the discrete Soft-Actor-Critic algorithm.☆49Updated 3 years ago
- ☆56Updated 4 years ago