conftrace_

policy improvement

67 papers

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Co-occurring keywords

reinforcement learning (4352) offline reinforcement learning (492) policy optimization (657) value function (295) policy iteration (99) markov decision process (790) policy learning (702) sample efficiency (472) off-policy learning (228) safe reinforcement learning (120)

Papers

Solving multi-model MDPs by coordinate ascent and dynamic programming UAI 2023
Enhancing Safe Exploration Using Safety State Augmentation NIPS 2022
Greedification Operators for Policy Optimization: Investigating Forward and Reverse KL Divergences JMLR 2022
Imitating Past Successes can be Very Suboptimal NIPS 2022
Generalised Policy Improvement with Geometric Policy Composition ICML 2022
Divergence-Regularized Multi-Agent Actor-Critic ICML 2022
Mirror Learning: A Unifying Framework of Policy Optimisation ICML 2022
An Analytical Update Rule for General Policy Optimization ICML 2022
[CASPI] Causal-aware Safe Policy Improvement for Task-oriented Dialogue ACL 2022
Offline RL Without Off-Policy Evaluation NIPS 2021
COMBO: Conservative Offline Model-Based Policy Optimization NIPS 2021
The Value-Improvement Path: Towards Better Representations for Reinforcement Learning AAAI 2021
Explaining fast improvement in online imitation learning UAI 2021
Coordinated Proximal Policy Optimization NIPS 2021
Weighted model estimation for offline model-based reinforcement learning NIPS 2021
Curriculum Offline Imitating Learning NIPS 2021
Risk-Aware Transfer in Reinforcement Learning using Successor Features NIPS 2021
Policy Search by Target Distribution Learning for Continuous Control AAAI 2020
The EMPATHIC Framework for Task Learning from Implicit Human Feedback CORL 2020
Constrained Policy Improvement for Efficient Reinforcement Learning IJCAI 2020
Improving Policies via Search in Cooperative Partially Observable Games AAAI 2020
Bayes-Adaptive Monte-Carlo Planning and Learning for Goal-Oriented Dialogues AAAI 2020
The Choice Function Framework for Online Policy Improvement AAAI 2020
Interactive Reinforcement Learning with Dynamic Reuse of Prior Knowledge from Human and Agent Demonstrations IJCAI 2019
Safe Policy Improvement with Baseline Bootstrapping in Factored Environments AAAI 2019