SOTAVerified

General Reinforcement Learning

Papers

Showing 26–50 of 84 papers

TitleStatusHype
Abstractions of General Reinforcement Learning—0
AcceRL: Policy Acceleration Framework for Deep Reinforcement Learning—0
Accuracy-Guaranteed Collaborative DNN Inference in Industrial IoT via Deep Reinforcement Learning—0
Active Information Acquisition—0
A Policy Efficient Reduction Approach to Convex Constrained Deep Reinforcement Learning—0
A State Representation Dueling Network for Deep Reinforcement Learning—0
Autonomous Reinforcement of Behavioral Sequences in Neural Dynamics—0
Reinforcement Learning of Causal Variables Using Mediation Analysis—0
Computable Artificial General Intelligence—0
Computably Continuous Reinforcement-Learning Objectives are PAC-learnable—0
D3PG: Dirichlet DDPG for Task Partitioning and Offloading With Constrained Hybrid Action Space in Mobile-Edge Computing—0
Nearest-Neighbor-based Collision Avoidance for Quadrotors via Reinforcement Learning—0
Differential Temporal Difference Learning—0
Dropout Strategy in Reinforcement Learning: Limiting the Surrogate Objective Variance in Policy Optimization Methods—0
Dynamic Knowledge Injection for AIXI Agents—0
Computational Dualism and Objective Superintelligence—0
Exact Reduction of Huge Action Spaces in General Reinforcement Learning—0
FaiR-IoT: Fairness-aware Human-in-the-Loop Reinforcement Learning for Harnessing Human Variability in Personalized IoT—0
Goal-Driven Sequential Data Abstraction—0
High-order Regularization for Machine Learning and Learning-based Control—0
Image Transformation Sequence Retrieval with General Reinforcement Learning—0
Integrating Reinforcement Learning to Self Training for Pulmonary Nodule Segmentation in Chest X-rays—0
Learning as Reinforcement: Applying Principles of Neuroscience for More General Reinforcement Learning Agents—0
PeRL: Permutation-Enhanced Reinforcement Learning for Interleaved Vision-Language Reasoning—0
Policy Mirror Descent Inherently Explores Action Space—0
Show:102550
← PrevPage 2 of 4Next →

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1RNBScore7—Unverified
2PPOScore5—Unverified
#ModelMetricClaimedVerifiedStatus
1RNBScore4.8—Unverified
2PPOScore1—Unverified
#ModelMetricClaimedVerifiedStatus
1RNBScore0.6—Unverified
2PPOScore0.6—Unverified
#ModelMetricClaimedVerifiedStatus
1RNBScore0.8—Unverified
2PPOScore0.6—Unverified
#ModelMetricClaimedVerifiedStatus
1PPOScore1.2—Unverified
2RNBScore1—Unverified
#ModelMetricClaimedVerifiedStatus
1RNBScore3.4—Unverified
2PPOScore0.8—Unverified