SOTAVerified

General Reinforcement Learning

Papers

Showing 2650 of 84 papers

TitleStatusHype
Abstractions of General Reinforcement Learning0
AcceRL: Policy Acceleration Framework for Deep Reinforcement Learning0
Accuracy-Guaranteed Collaborative DNN Inference in Industrial IoT via Deep Reinforcement Learning0
Active Information Acquisition0
A Policy Efficient Reduction Approach to Convex Constrained Deep Reinforcement Learning0
A State Representation Dueling Network for Deep Reinforcement Learning0
Autonomous Reinforcement of Behavioral Sequences in Neural Dynamics0
Reinforcement Learning of Causal Variables Using Mediation Analysis0
Computable Artificial General Intelligence0
Computably Continuous Reinforcement-Learning Objectives are PAC-learnable0
D3PG: Dirichlet DDPG for Task Partitioning and Offloading With Constrained Hybrid Action Space in Mobile-Edge Computing0
Nearest-Neighbor-based Collision Avoidance for Quadrotors via Reinforcement Learning0
Differential Temporal Difference Learning0
Dropout Strategy in Reinforcement Learning: Limiting the Surrogate Objective Variance in Policy Optimization Methods0
Dynamic Knowledge Injection for AIXI Agents0
Computational Dualism and Objective Superintelligence0
Exact Reduction of Huge Action Spaces in General Reinforcement Learning0
FaiR-IoT: Fairness-aware Human-in-the-Loop Reinforcement Learning for Harnessing Human Variability in Personalized IoT0
Goal-Driven Sequential Data Abstraction0
High-order Regularization for Machine Learning and Learning-based Control0
Image Transformation Sequence Retrieval with General Reinforcement Learning0
Integrating Reinforcement Learning to Self Training for Pulmonary Nodule Segmentation in Chest X-rays0
Learning as Reinforcement: Applying Principles of Neuroscience for More General Reinforcement Learning Agents0
Nonparametric General Reinforcement Learning0
PeRL: Permutation-Enhanced Reinforcement Learning for Interleaved Vision-Language Reasoning0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1RNBScore7Unverified
2PPOScore5Unverified
#ModelMetricClaimedVerifiedStatus
1RNBScore4.8Unverified
2PPOScore1Unverified
#ModelMetricClaimedVerifiedStatus
1PPOScore0.6Unverified
2RNBScore0.6Unverified
#ModelMetricClaimedVerifiedStatus
1RNBScore0.8Unverified
2PPOScore0.6Unverified
#ModelMetricClaimedVerifiedStatus
1PPOScore1.2Unverified
2RNBScore1Unverified
#ModelMetricClaimedVerifiedStatus
1RNBScore3.4Unverified
2PPOScore0.8Unverified