| Direct Retrieval-augmented Optimization: Synergizing Knowledge Selection and Language Models | May 5, 2025 | Policy Gradient MethodsRAG | CodeCode Available | 3 |
| Ekar: An Explainable Method for Knowledge Aware Recommendation | Jun 22, 2019 | Knowledge-Aware RecommendationKnowledge Graphs | CodeCode Available | 2 |
| Proximal Policy Optimization Algorithms | Jul 20, 2017 | Continuous ControlDota 2 | CodeCode Available | 2 |
| Distributional Policy Optimization: An Alternative Approach for Continuous Control | May 23, 2019 | continuous-controlContinuous Control | CodeCode Available | 1 |
| Deep Policy Gradient Methods Without Batch Updates, Target Networks, or Replay Buffers | Nov 22, 2024 | AvgDeep Reinforcement Learning | CodeCode Available | 1 |
| Continuous MDP Homomorphisms and Homomorphic Policy Gradient | Sep 15, 2022 | continuous-controlContinuous Control | CodeCode Available | 1 |
| An Efficient Asynchronous Method for Integrating Evolutionary and Gradient-based Policy Search | Dec 10, 2020 | continuous-controlContinuous Control | CodeCode Available | 1 |
| An Attentive Graph Agent for Topology-Adaptive Cyber Defence | Jan 24, 2025 | Graph AttentionGraph Neural Network | CodeCode Available | 1 |
| Competitive Policy Optimization | Jun 18, 2020 | Policy Gradient Methods | CodeCode Available | 1 |
| Bayesian Action Decoder for Deep Multi-Agent Reinforcement Learning | Nov 4, 2018 | DecoderMulti-agent Reinforcement Learning | CodeCode Available | 1 |
