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Showing 601–650 of 677 papers

TitleStatusHype
Language as an Abstraction for Hierarchical Deep Reinforcement LearningCode0
Learning Powerful Policies by Using Consistent Dynamics ModelCode0
Self-Supervised Exploration via DisagreementCode1
Boosting Soft Actor-Critic: Emphasizing Recent Experience without Forgetting the PastCode1
Sequence Modeling of Temporal Credit Assignment for Episodic Reinforcement LearningCode0
Learning Efficient and Effective Exploration Policies with Counterfactual Meta Policy—0
Policy Search by Target Distribution Learning for Continuous Control—0
SQIL: Imitation Learning via Reinforcement Learning with Sparse RewardsCode1
Disentangling Dynamics and Returns: Value Function Decomposition with Future Prediction—0
Imitation Learning from Video by Leveraging Proprioception—0
Evolving Rewards to Automate Reinforcement Learning—0
Leveraging exploration in off-policy algorithms via normalizing flowsCode0
P3O: Policy-on Policy-off Policy OptimizationCode0
Collaborative Evolutionary Reinforcement LearningCode0
Hierarchical RL Using an Ensemble of Proprioceptive Periodic Policies—0
SUPERVISED POLICY UPDATECode0
Composing Complex Skills by Learning Transition Policies with Proximity Reward Induction—0
Dot-to-Dot: Explainable Hierarchical Reinforcement Learning for Robotic Manipulation—0
Extrapolating Beyond Suboptimal Demonstrations via Inverse Reinforcement Learning from ObservationsCode0
Generalized Off-Policy Actor-Critic—0
Towards Characterizing Divergence in Deep Q-Learning—0
Provably Robust Blackbox Optimization for Reinforcement Learning—0
α-Rank: Multi-Agent Evaluation by Evolution—0
Asynchronous Episodic Deep Deterministic Policy Gradient: Towards Continuous Control in Computationally Complex EnvironmentsCode0
Learn a Prior for RHEA for Better Online Planning—0
The StarCraft Multi-Agent ChallengeCode1
Tsallis Reinforcement Learning: A Unified Framework for Maximum Entropy Reinforcement Learning—0
Lyapunov-based Safe Policy Optimization for Continuous ControlCode0
Action Robust Reinforcement Learning and Applications in Continuous ControlCode0
WALL-E: An Efficient Reinforcement Learning Research FrameworkCode0
Meta Reinforcement Learning with Distribution of Exploration Parameters Learned by Evolution Strategies—0
NADPEx: An on-policy temporally consistent exploration method for deep reinforcement learning—0
A Logarithmic Barrier Method For Proximal Policy Optimization—0
Residual Policy LearningCode0
Generative Adversarial Self-Imitation Learning—0
Simple random search of static linear policies is competitive for reinforcement learningCode0
BlockPuzzle - A Challenge in Physical Reasoning and Generalization for Robot Learning—0
Learning Goal Embeddings via Self-Play for Hierarchical Reinforcement LearningCode0
Episodic Curiosity through ReachabilityCode0
Understanding the Asymptotic Performance of Model-Based RL Methods—0
Improving On-policy Learning with Statistical Reward Accumulation—0
Risk-Sensitive Generative Adversarial Imitation Learning—0
ToriLLE: Learning Environment for Hand-to-Hand CombatCode0
EnsembleDAgger: A Bayesian Approach to Safe Imitation Learning—0
Variance Reduction for Reinforcement Learning in Input-Driven Environments—0
Self-Imitation LearningCode0
Supervised Policy Update for Deep Reinforcement LearningCode0
Learning Self-Imitating Diverse Policies—0
Policy Optimization with Second-Order Advantage InformationCode0
On Learning Intrinsic Rewards for Policy Gradient MethodsCode0
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