SOTAVerified

General Reinforcement Learning

Papers

Showing 2650 of 84 papers

TitleStatusHype
High-order Regularization for Machine Learning and Learning-based Control0
Towards More Efficient, Robust, Instance-adaptive, and Generalizable Sequential Decision making0
The Problem of Social Cost in Multi-Agent General Reinforcement Learning: Survey and Synthesis0
Hypercube Policy Regularization Framework for Offline Reinforcement LearningCode0
Reinforcement Learning: Tutorial and Survey0
Dynamic Knowledge Injection for AIXI Agents0
Dropout Strategy in Reinforcement Learning: Limiting the Surrogate Objective Variance in Policy Optimization Methods0
Image Transformation Sequence Retrieval with General Reinforcement Learning0
L-SA: Learning Under-Explored Targets in Multi-Target Reinforcement Learning0
Computably Continuous Reinforcement-Learning Objectives are PAC-learnable0
Policy Mirror Descent Inherently Explores Action Space0
Learning to Backdoor Federated LearningCode0
Computational Dualism and Objective Superintelligence0
Accuracy-Guaranteed Collaborative DNN Inference in Industrial IoT via Deep Reinforcement Learning0
AcceRL: Policy Acceleration Framework for Deep Reinforcement Learning0
Computable Artificial General Intelligence0
D3PG: Dirichlet DDPG for Task Partitioning and Offloading With Constrained Hybrid Action Space in Mobile-Edge Computing0
Doubly-Robust Estimation for Correcting Position-Bias in Click Feedback for Unbiased Learning to RankCode0
Abstractions of General Reinforcement Learning0
Reducing Planning Complexity of General Reinforcement Learning with Non-Markovian Abstractions0
Superior Performance with Diversified Strategic Control in FPS Games Using General Reinforcement Learning0
^2-exploration for Reinforcement Learning0
Catastrophic Interference in Reinforcement Learning: A Solution Based on Context Division and Knowledge DistillationCode0
A Policy Efficient Reduction Approach to Convex Constrained Deep Reinforcement Learning0
Low-Resource Machine Translation based on Asynchronous Dynamic Programming0
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Benchmark Results

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