SOTAVerified

Offline RL

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 511–520 of 755 papers

TitleStatusHype
Reward Shifting for Optimistic Exploration and Conservative Exploitation—0
Robot Air Hockey: A Manipulation Testbed for Robot Learning with Reinforcement Learning—0
Robotic Offline RL from Internet Videos via Value-Function Pre-Training—0
Robust Bandwidth Estimation for Real-Time Communication with Offline Reinforcement Learning—0
Robust Decision Transformer: Tackling Data Corruption in Offline RL via Sequence Modeling—0
Robust Offline Reinforcement Learning from Low-Quality Data—0
Robust Offline Reinforcement Learning with Gradient Penalty and Constraint Relaxation—0
Robust Offline Reinforcement Learning with Linearly Structured f-Divergence Regularization—0
S4RL: Surprisingly Simple Self-Supervision for Offline Reinforcement Learning—0
Safety-aware Causal Representation for Trustworthy Offline Reinforcement Learning in Autonomous Driving—0
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All datasetsD4RLWalker2d

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1KFCAverage Reward81.8—Unverified
2ADMPOAverage Reward81—Unverified
3Decision Transformer (DT)Average Reward73.5—Unverified
#ModelMetricClaimedVerifiedStatus
1ParPID4RL Normalized Score151.4—Unverified