davide97l / rl-policies-attacks-defensesLinks
Adversarial attacks on Deep Reinforcement Learning (RL)
☆97Updated 4 years ago
Alternatives and similar repositories for rl-policies-attacks-defenses
Users that are interested in rl-policies-attacks-defenses are comparing it to the libraries listed below
Sorting:
- Robust Reinforcement Learning with the Alternating Training of Learned Adversaries (ATLA) framework☆67Updated 4 years ago
- [NeurIPS 2020, Spotlight] Code for "Robust Deep Reinforcement Learning against Adversarial Perturbations on Observations"☆139Updated 4 years ago
- [NeurIPS 2020, Spotlight] State-Adversarial DQN (SA-DQN) for robust deep reinforcement learning☆34Updated 4 years ago
- [S&P 2024] Replication Package for "Mind Your Data! Hiding Backdoors in Offline Reinforcement Learning Datasets".☆31Updated 11 months ago
- Adversarial attacks in consensus-based multi-agent reinforcement learning☆25Updated 2 years ago
- This repository contains the official code for our NeurIPS 2021 publication "Robust Deep Reinforcement Learning through Adversarial Loss…☆30Updated 3 years ago
- [NeurIPS 2020 Spotlight] State-adversarial PPO for robust deep reinforcement learning☆31Updated 4 years ago
- ☆17Updated 2 years ago
- Open source implementation of the TrojDRL algorithm presented in TrojDRL: Evaluation of backdoor attacks on Deep Reinforcement Learning☆20Updated 5 years ago
- Adversarial Reinforcement Learning papers (single-agent setting and multi-agent setting)☆75Updated 3 years ago
- Code for "Constrained Variational Policy Optimization for Safe Reinforcement Learning" (ICML 2022)☆81Updated 2 years ago
- Code for Dynamic Weights in Multi-Objective Deep Reinforcement Learning☆104Updated 2 years ago
- Code for the NeurIPS 2023 Paper: Robust Multi-Agent Reinforcement Learning via Adversarial Regularization: Theoretical Foundation and Sta…☆28Updated 2 years ago
- code implementation for 'Bi-level Actor-Critic for Multi-agent Coordination'(AAAI2020)☆59Updated 5 years ago
- ☆46Updated 3 years ago
- ☆13Updated last year
- The offcial implementation of "ToM2C: Target-oriented Multi-agent Communication and Cooperation with Theory of Mind" (ICLR 2022) .☆73Updated last year
- Learning Fair Policies in Decentralized Cooperative Multi-Agent Reinforcement Learning☆10Updated 4 years ago
- [AAAI 2023 Oral] Contrastive Identity-Aware Learning for Multi-Agent Value Decomposition☆36Updated last year
- Value-Decomposition Multi-Agent Actor-Critics☆41Updated 3 years ago
- Code accompanying the paper "Action Robust Reinforcement Learning and Applications in Continuous Control" https://arxiv.org/abs/1901.0918…☆48Updated 6 years ago
- The official code releasement of publications in MARL field of TJU RL lab.☆83Updated 3 years ago
- Efficient Adversarial Training without Attacking: Worst-Case-Aware Robust Reinforcement Learning☆28Updated 2 years ago
- Implementation for mSAC methods in PyTorch☆41Updated 4 years ago
- ☆90Updated 4 years ago
- Generate expert demonstrations; GAIL(Generative Adversarial Imitation Learning); IRL(Inverse Reinforcement Learning)☆32Updated 4 years ago
- This is the official implementation of ERL-Re2.☆71Updated last year
- ☆62Updated 5 years ago
- Code for "On the Robustness of Safe Reinforcement Learning under Observational Perturbations" (ICLR 2023)☆46Updated last year
- The code for AAMAS2022 《GCS: Graph-based Coordination Strategy for Multi-Agent Reinforcement Learning》☆43Updated 3 years ago