conftrace_

policy learning

702 papers

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Co-occurring keywords

reinforcement learning (4352) imitation learning (744) deep reinforcement learning (903) offline reinforcement learning (492) policy optimization (657) reward function (291) multi-agent system (1819) inverse reinforcement learning (205) markov decision process (790) robot manipulation (262)

Papers

Learning Collaborative Policies to Solve NP-hard Routing Problems NIPS 2021
Conservative Data Sharing for Multi-Task Offline Reinforcement Learning NIPS 2021
ProTo: Program-Guided Transformer for Program-Guided Tasks NIPS 2021
Reinforcement learning for optimization of variational quantum circuit architectures NIPS 2021
Policy Learning Using Weak Supervision NIPS 2021
BCORLE($\lambda$): An Offline Reinforcement Learning and Evaluation Framework for Coupons Allocation in E-commerce Market NIPS 2021
Interesting Object, Curious Agent: Learning Task-Agnostic Exploration NIPS 2021
The Difficulty of Passive Learning in Deep Reinforcement Learning NIPS 2021
Learning Barrier Certificates: Towards Safe Reinforcement Learning with Zero Training-time Violations NIPS 2021
MobILE: Model-Based Imitation Learning From Observation Alone NIPS 2021
Model-Based Episodic Memory Induces Dynamic Hybrid Controls NIPS 2021
Invariant Causal Imitation Learning for Generalizable Policies NIPS 2021
ROI Maximization in Stochastic Online Decision-Making NIPS 2021
Confidence-Aware Imitation Learning from Demonstrations with Varying Optimality NIPS 2021
Demonstration of the EMPATHIC Framework for Task Learning from Implicit Human Feedback AAAI 2021
Advice-Guided Reinforcement Learning in a non-Markovian Environment AAAI 2021
Learning to Reweight Imaginary Transitions for Model-Based Reinforcement Learning AAAI 2021
Inverse Reinforcement Learning From Like-Minded Teachers AAAI 2021
Inverse Reinforcement Learning with Explicit Policy Estimates AAAI 2021
Improving Sample Efficiency in Model-Free Reinforcement Learning from Images AAAI 2021
Translation-based Supervision for Policy Generation in Simultaneous Neural Machine Translation EMNLP 2021
Efficient Dialogue Complementary Policy Learning via Deep Q-network Policy and Episodic Memory Policy EMNLP 2021
Learning and Analyzing Generation Order for Undirected Sequence Models EMNLP 2021
Learning Policies with Zero or Bounded Constraint Violation for Constrained MDPs NIPS 2021
Robust Deep Reinforcement Learning through Adversarial Loss NIPS 2021