zowiezhang / STAS
The code for paper 'STAS: Spatial-Temporal Return Decomposition for Multi-agent Reinforcement Learning'
☆10Updated last month
Related projects ⓘ
Alternatives and complementary repositories for STAS
- Official implementation of the paper: Safe Model-Based Reinforcement Learning with an Uncertainty-Aware Reachability Certificate☆17Updated 11 months ago
- Efficient Adversarial Training without Attacking: Worst-Case-Aware Robust Reinforcement Learning☆23Updated last year
- Safe Multi-Agent MuJoCo benchmark for safe multi-agent reinforcement learning research.☆51Updated 5 months ago
- Implementation of SAC and TD3 based on various RNN and Transformer.☆13Updated last month
- Implementations of safe reinforcement learning algorithms☆21Updated 8 months ago
- Code for L4DC 2022 paper: Joint Synthesis of Safety Certificate and Safe Control Policy Using Constrained Reinforcement Learning.☆14Updated last year
- Code accompanying the paper "Action Robust Reinforcement Learning and Applications in Continuous Control" https://arxiv.org/abs/1901.0918…☆41Updated 5 years ago
- Code for ICLR 2024 paper "Towards Robust Offline Reinforcement Learning under Diverse Data Corruption"☆11Updated this week
- Code for "On the Robustness of Safe Reinforcement Learning under Observational Perturbations" (ICLR 2023)☆41Updated last year
- ☆61Updated last year
- Official open-source implementation of ICML 2022 paper: Reachability Constrainted Reinforcement Learning.☆31Updated 2 years ago
- Codebase for [Order Matters: Agent-by-agent Policy Optimization](https://openreview.net/forum?id=Q-neeWNVv1)☆26Updated last year
- Code for the paper "AlwaysSafe: Reinforcement Learning Without Safety Constraint Violations During Training"☆18Updated 2 years ago
- Code for paper Feasible Actor-Critic: Constrained Reinforcement Learning for Ensuring Statewise Safety.☆16Updated 2 years ago
- Code for the NeurIPS 2023 Paper: Robust Multi-Agent Reinforcement Learning via Adversarial Regularization: Theoretical Foundation and Sta…☆19Updated last year
- Curricular Subgoal for Inverse Reinforcement Learning☆13Updated last year
- ELIGN: Expectation Alignment as a Multi-agent Intrinsic Reward☆18Updated last year
- Code for "ALMA: Hierarchical Learning for Composite Multi-Agent Tasks" NeurIPS 2022☆25Updated 2 years ago
- Code for the NeurIPS 2021 paper "Safe Reinforcement Learning by Imagining the Near Future"☆39Updated 2 years ago
- This repository has code for the paper "Model-based Safe Deep Reinforcement Learning via a Constrained Proximal Policy Optimization Algor…☆25Updated last year
- Public implementation of Heterogeneous Policy Networks (HetNet) from AAMAS'22 -- Paper Title: Learning Efficient Diverse Communication fo…☆15Updated 7 months ago
- Implementations of SAILR, PDO, and CSC☆31Updated 4 months ago
- Multi-task Multi-agent Soft Actor Critic for SMAC☆12Updated 2 years ago
- An open-source framework to benchmark and assess safety specifications of Reinforcement Learning problems.☆62Updated last year
- Model-Free Safe Reinforcement Learning through Neural Barrier Certificate☆30Updated 6 months ago
- Robust and safe deep reinforcement learning algorithms☆10Updated 7 months ago
- ☆36Updated 2 years ago
- ☆15Updated 3 months ago
- multiagent-gail working with multiagent-particle-env-v2 (which was modified by magail authors)☆11Updated 5 years ago
- DecentralizedLearning☆21Updated last year