conftrace_

value function

295 papers

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Also known as

V FUNCTION

Co-occurring keywords

reinforcement learning (4352) deep reinforcement learning (903) policy optimization (657) markov decision process (790) offline reinforcement learning (492) temporal difference learning (149) sample efficiency (472) function approximation (319) off-policy learning (228) model-based reinforcement learning (415)

Papers

On The Convergence Of Policy Iteration-Based Reinforcement Learning With Monte Carlo Policy Evaluation AISTATS 2023
Deep Off-Policy Iterative Learning Control L4DC 2023
The Virtues of Laziness in Model-based RL: A Unified Objective and Algorithms ICML 2023
Model-Based Uncertainty in Value Functions AISTATS 2023
Deep Value Function Networks for Large-Scale Multistage Stochastic Programs AISTATS 2023
Towards a better understanding of representation dynamics under TD-learning ICML 2023
Utilizing Prior Solutions for Reward Shaping and Composition in Entropy-Regularized Reinforcement Learning AAAI 2023
Q-functionals for Value-Based Continuous Control AAAI 2023
Prediction and Control in Continual Reinforcement Learning NIPS 2023
On the Statistical Benefits of Temporal Difference Learning ICML 2023
Contrastive Value Learning: Implicit Models for Simple Offline RL CORL 2023
For SALE: State-Action Representation Learning for Deep Reinforcement Learning NIPS 2023
Resetting the Optimizer in Deep RL: An Empirical Study NIPS 2023
Loss Dynamics of Temporal Difference Reinforcement Learning NIPS 2023
Model-based Offline Reinforcement Learning with Count-based Conservatism ICML 2023
Goal-conditioned Offline Planning from Curious Exploration NIPS 2023
PPG Reloaded: An Empirical Study on What Matters in Phasic Policy Gradient ICML 2023
Discovering Object-Centric Generalized Value Functions From Pixels ICML 2023
VA-learning as a more efficient alternative to Q-learning ICML 2023
Attention-Based Recurrence for Multi-Agent Reinforcement Learning under Stochastic Partial Observability ICML 2023
Understanding and Addressing the Pitfalls of Bisimulation-based Representations in Offline Reinforcement Learning NIPS 2023
Eventual Discounting Temporal Logic Counterfactual Experience Replay ICML 2023
Optimal Treatment Regimes for Proximal Causal Learning NIPS 2023
Nearly Minimax Optimal Reinforcement Learning for Linear Markov Decision Processes ICML 2023
Hybrid Learning with New Value Function for the Maximum Common Induced Subgraph Problem AAAI 2023