{"total":13,"rows":[{"id":"2412.12098","title":"MaxInfoRL: Boosting exploration in reinforcement learning through information gain maximization","created":"2024-12-16","cited_by_count":30,"area":"deeprl"},{"id":"2505.19850","title":"DISCOVER: Automated Curricula for Sparse-Reward Reinforcement Learning","created":"2025-05-26","cited_by_count":12,"area":"deeprl"},{"id":"2402.10228","title":"Q-Star Meets Scalable Posterior Sampling: Bridging Theory and Practice via HyperAgent","created":"2024-02-05","cited_by_count":6,"area":"deeprl"},{"id":"2406.13909","title":"Beyond Optimism: Exploration With Partially Observable Rewards","created":"2024-06-20","cited_by_count":6,"area":"deeprl"},{"id":"2407.12185","title":"Satisficing Exploration for Deep Reinforcement Learning","created":"2024-07-16","cited_by_count":4,"area":"deeprl"},{"id":"2410.04988","title":"Efficient Model-Based Reinforcement Learning Through Optimistic Thompson Sampling","created":"2024-10-07","cited_by_count":3,"area":"deeprl"},{"id":"2401.05015","title":"An Information Theoretic Approach to Interaction-Grounded Learning","created":"2024-01-10","cited_by_count":2,"area":"deeprl"},{"id":"2603.26816","title":"PiCSRL: Physics-Informed Contextual Spectral Reinforcement Learning","created":"2026-03-26","cited_by_count":1,"area":"deeprl"},{"id":"2506.06786","title":"Learning What Matters Now: A Dual-Critic Context-Aware RL Framework for Priority-Driven Information Gain","created":"2025-06-07","cited_by_count":0,"area":"deeprl"},{"id":"2511.02969","title":"Value of Information-Enhanced Exploration in Bootstrapped DQN","created":"2025-11-04","cited_by_count":0,"area":"deeprl"},{"id":"2607.17981","title":"Information-Based Exploration via Random Features for Reinforcement Learning","created":"2026-07-20","cited_by_count":0,"area":"deeprl"},{"id":"2609.33246","title":"Minimax-Optimality of Posterior Sampling for Reinforcement Learning","created":"2026-09-27","cited_by_count":0,"area":"deeprl"},{"id":"2609.35525","title":"Deep Epistemic Value Functions for Optimistic Exploration","created":"2026-09-28","cited_by_count":0,"area":"deeprl"}],"next_cursor":null}