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Showing 651–677 of 677 papers

TitleStatusHype
On the Expressivity of Neural Networks for Deep Reinforcement LearningCode0
Primal Wasserstein Imitation LearningCode0
Which Experiences Are Influential for Your Agent? Policy Iteration with Turn-over DropoutCode0
Probabilistic Mixture-of-Experts for Efficient Deep Reinforcement LearningCode0
BiERL: A Meta Evolutionary Reinforcement Learning Framework via Bilevel OptimizationCode0
Proximal Policy DistillationCode0
BAIL: Best-Action Imitation Learning for Batch Deep Reinforcement LearningCode0
Back to Basics: Benchmarking Canonical Evolution Strategies for Playing AtariCode0
Q-Prop: Sample-Efficient Policy Gradient with An Off-Policy CriticCode0
Time Discretization-Invariant Safe Action Repetition for Policy Gradient MethodsCode0
SMOSE: Sparse Mixture of Shallow Experts for Interpretable Reinforcement Learning in Continuous Control TasksCode0
Q-Value Weighted Regression: Reinforcement Learning with Limited DataCode0
Snapshot Reinforcement Learning: Leveraging Prior Trajectories for EfficiencyCode0
Episodic Curiosity through ReachabilityCode0
An Empirical Study of Deep Reinforcement Learning in Continuing TasksCode0
Entropy Regularized Task Representation Learning for Offline Meta-Reinforcement LearningCode0
SOAP-RL: Sequential Option Advantage Propagation for Reinforcement Learning in POMDP EnvironmentsCode0
Enhancing Online Reinforcement Learning with Meta-Learned Objective from Offline DataCode0
AdaStop: adaptive statistical testing for sound comparisons of Deep RL agentsCode0
Recurrent Action Transformer with MemoryCode0
A general class of surrogate functions for stable and efficient reinforcement learningCode0
Regret Minimization Experience Replay in Off-Policy Reinforcement LearningCode0
Regularized Anderson Acceleration for Off-Policy Deep Reinforcement LearningCode0
Adaptive trajectory-constrained exploration strategy for deep reinforcement learningCode0
ToriLLE: Learning Environment for Hand-to-Hand CombatCode0
Efficient Reward Poisoning Attacks on Online Deep Reinforcement LearningCode0
A dynamical clipping approach with task feedback for Proximal Policy OptimizationCode0
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