{"total":40,"rows":[{"id":"2208.07914","title":"PD-MORL: Preference-Driven Multi-Objective Reinforcement Learning Algorithm","created":"2022-08-16","cited_by_count":58,"area":null},{"id":"2202.07141","title":"Machine Learning in Aerodynamic Shape Optimization","created":"2022-02-15","cited_by_count":39,"area":null},{"id":"2103.04847","title":"Adversarial Reinforcement Learning for Procedural Content Generation","created":"2021-03-08","cited_by_count":36,"area":null},{"id":"2209.13900","title":"Disentangling Transfer in Continual Reinforcement Learning","created":"2022-09-28","cited_by_count":33,"area":null},{"id":"2112.12228","title":"Direct Behavior Specification via Constrained Reinforcement Learning","created":"2021-12-22","cited_by_count":31,"area":null},{"id":"2110.01411","title":"Deep Reinforcement Learning Versus Evolution Strategies: A Comparative Survey","created":"2021-09-28","cited_by_count":28,"area":null},{"id":"2103.11575","title":"Learn-to-Race: A Multimodal Control Environment for Autonomous Racing","created":"2021-03-22","cited_by_count":23,"area":null},{"id":"2502.17100","title":"Generative Models in Decision Making: A Survey","created":"2025-02-24","cited_by_count":15,"area":null},{"id":"2304.13269","title":"Games for Artificial Intelligence Research: A Review and Perspectives","created":"2023-04-26","cited_by_count":14,"area":null},{"id":"2103.08741","title":"Deep Reinforcement Learning for Band Selection in Hyperspectral Image Classification","created":"2021-03-15","cited_by_count":12,"area":null},{"id":"2211.02105","title":"Geometry and convergence of natural policy gradient methods","created":"2022-11-03","cited_by_count":12,"area":null},{"id":"2307.05979","title":"Transformers in Reinforcement Learning: A Survey","created":"2023-07-12","cited_by_count":12,"area":null},{"id":"2212.03830","title":"A Hierarchical Deep Reinforcement Learning Framework for 6-DOF UCAV Air-to-Air Combat","created":"2022-12-05","cited_by_count":10,"area":null},{"id":"2103.04067","title":"Visual Explanation using Attention Mechanism in Actor-Critic-based Deep Reinforcement Learning","created":"2021-03-06","cited_by_count":9,"area":null},{"id":"2103.09159","title":"Learning to Shape Rewards using a Game of Two Partners","created":"2021-03-16","cited_by_count":9,"area":null},{"id":"2509.03682","title":"A Comprehensive Review of Multi-Agent Reinforcement Learning in Video Games","created":"2025-09-03","cited_by_count":9,"area":null},{"id":"2207.08379","title":"Inspector: Pixel-Based Automated Game Testing via Exploration, Detection, and Investigation","created":"2022-07-18","cited_by_count":7,"area":null},{"id":"2505.24710","title":"Causal-aware Large Language Models: Enhancing Decision-Making Through Learning, Adapting and Acting","created":"2025-05-30","cited_by_count":6,"area":null},{"id":"2306.00035","title":"ROSARL: Reward-Only Safe Reinforcement Learning","created":"2023-05-31","cited_by_count":5,"area":null},{"id":"2106.02390","title":"Online reinforcement learning with sparse rewards through an active inference capsule","created":"2021-06-04","cited_by_count":3,"area":null},{"id":"2508.13121","title":"Bayesian Optimization-based Search for Agent Control in Automated Game Testing","created":"2025-08-18","cited_by_count":3,"area":null},{"id":"2308.12438","title":"Deploying Deep Reinforcement Learning Systems: A Taxonomy of Challenges","created":"2023-08-23","cited_by_count":2,"area":null},{"id":"2511.19355","title":"Leveraging LLMs for reward function design in reinforcement learning control tasks","created":"2025-11-24","cited_by_count":2,"area":null},{"id":"2108.05701","title":"An Approach to Partial Observability in Games: Learning to Both Act and Observe","created":"2021-08-11","cited_by_count":1,"area":null},{"id":"2112.04494","title":"Deep Q-Learning Market Makers in a Multi-Agent Simulated Stock Market","created":"2021-12-08","cited_by_count":1,"area":null},{"id":"2204.11370","title":"Deep Reinforcement Learning Using a Low-Dimensional Observation Filter for Visual Complex Video Game Playing","created":"2022-04-24","cited_by_count":1,"area":null},{"id":"2208.06033","title":"Bayesian Soft Actor-Critic: A Directed Acyclic Strategy Graph Based Deep Reinforcement Learning","created":"2022-08-11","cited_by_count":1,"area":null},{"id":"2304.00026","title":"Understanding Reinforcement Learning Algorithms: The Progress from Basic Q-learning to Proximal Policy Optimization","created":"2023-03-31","cited_by_count":1,"area":null},{"id":"2311.16339","title":"Reward Shaping for Improved Learning in Real-time Strategy Game Play","created":"2023-11-27","cited_by_count":1,"area":null},{"id":"2312.14824","title":"An investigation of belief-free DRL and MCTS for inspection and maintenance planning","created":"2023-12-22","cited_by_count":1,"area":null},{"id":"2105.09719","title":"Towards a Sample Efficient Reinforcement Learning Pipeline for Vision Based Robotics","created":"2021-05-20","cited_by_count":0,"area":null},{"id":"2106.03688","title":"A Computational Model of Representation Learning in the Brain Cortex, Integrating Unsupervised and Reinforcement Learning","created":"2021-06-07","cited_by_count":0,"area":null},{"id":"2208.00003","title":"RangL: A Reinforcement Learning Competition Platform","created":"2022-07-28","cited_by_count":0,"area":null},{"id":"2208.07307","title":"Towards Robust On-Ramp Merging via Augmented Multimodal Reinforcement Learning","created":"2022-07-21","cited_by_count":0,"area":null},{"id":"2208.10327","title":"Incorporating Rivalry in Reinforcement Learning for a Competitive Game","created":"2022-08-22","cited_by_count":0,"area":null},{"id":"2209.05859","title":"A new Reinforcement Learning framework to discover natural flavor molecules","created":"2022-09-13","cited_by_count":0,"area":null},{"id":"2211.03136","title":"Design Process is a Reinforcement Learning Problem","created":"2022-11-06","cited_by_count":0,"area":null},{"id":"2306.13879","title":"Action Q-Transformer: Visual Explanation in Deep Reinforcement Learning with Encoder-Decoder Model using Action Query","created":"2023-06-24","cited_by_count":0,"area":null},{"id":"2310.16592","title":"Over-the-air Federated Policy Gradient","created":"2023-10-25","cited_by_count":0,"area":null},{"id":"2603.06608","title":"Two-Bridge: Exclusive Objectives and Extended Horizon StarCraft II Benchmark","created":"2026-02-19","cited_by_count":0,"area":null}],"next_cursor":null}