conftrace_

transition model

17 papers

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Co-occurring keywords

model-based reinforcement learning (415) mixed-integer linear programming (26) neural network (6616) policy search (87) markov decision process (790) function approximation (319) model-based planning (52) transition occupancy matching (1) binary linear programming (4) linear time inference (2)

Papers

Randomized Exploration for Reinforcement Learning with Multinomial Logistic Function Approximation NIPS 2024
Learning Policy-Aware Models for Model-Based Reinforcement Learning via Transition Occupancy Matching L4DC 2023
PDSketch: Integrated Domain Programming, Learning, and Planning NIPS 2022
Learning Model Preconditions for Planning with Multiple Models CORL 2021
Artificial Intelligence and Machine Learning for Autonomous Agents that Learn to Plan and Operate in Unpredictable Dynamic Environments AAAI 2021
GLIB: Efficient Exploration for Relational Model-Based Reinforcement Learning via Goal-Literal Babbling AAAI 2021
Minimax Model Learning AISTATS 2021
A Unified Framework for Planning with Learned Neural Network Transition Models AAAI 2021
Unsupervised Object-Based Transition Models For 3D Partially Observable Environments NIPS 2021
Gradient-Aware Model-Based Policy Search AAAI 2020
Global Greedy Dependency Parsing AAAI 2020
What can I do here? A Theory of Affordances in Reinforcement Learning ICML 2020
Policy Optimization with Model-Based Explorations AAAI 2019
Planning in Factored State and Action Spaces with Learned Binarized Neural Network Transition Models IJCAI 2018
Iterative Value-Aware Model Learning NIPS 2018
Nonlinear Hybrid Planning with Deep Net Learned Transition Models and Mixed-Integer Linear Programming IJCAI 2017
Using Trajectory Data to Improve Bayesian Optimization for Reinforcement Learning JMLR 2014