-
1
-
-
57049103166
-
A heuristic variable grid solution method for pomdps
-
R. I. Brafman. A heuristic variable grid solution method for pomdps. In AAAI'97, 1997.
-
(1997)
AAAI'97
-
-
Brafman, R.I.1
-
2
-
-
0001909869
-
Incremental pruning: A simple, fast, exact method for partially observable markov decision processes
-
A. R. Cassandra, M. L. Littman, and N.L. Zhang. Incremental pruning: A simple, fast, exact method for partially observable markov decision processes. In UAI'97, pages 54-61, 1997.
-
(1997)
UAI'97
, pp. 54-61
-
-
Cassandra, A.R.1
Littman, M.L.2
Zhang, N.L.3
-
3
-
-
33746044183
-
Belief selection in point-based planning algorithms for pomdps
-
M. Izadi, D. Precup, and D. Azar. Belief selection in point-based planning algorithms for pomdps. In AI'06, 2006.
-
(2006)
AI'06
-
-
Izadi, M.1
Precup, D.2
Azar, D.3
-
4
-
-
0001899658
-
Learning policies for partially observable environments: Scaling up
-
M. L. Littman, A. R. Cassandra, and L. P. Kaelbling. Learning policies for partially observable environments: Scaling up. In ICML'95.
-
ICML'95
-
-
Littman, M.L.1
Cassandra, A.R.2
Kaelbling, L.P.3
-
5
-
-
0000494894
-
Computationally feasible bounds for partially observable markov decison processes
-
W. S. Lovejoy. Computationally feasible bounds for partially observable markov decison processes. Operations Research, 39:175-192, 1991.
-
(1991)
Operations Research
, vol.39
, pp. 175-192
-
-
Lovejoy, W.S.1
-
7
-
-
84880772945
-
Point-based value iteration: An anytime algorithm for POMDPs
-
August
-
J. Pineau, G. Gordon, and S. Thrun. Point-based value iteration: An anytime algorithm for POMDPs. In IJCAI, August 2003.
-
(2003)
IJCAI
-
-
Pineau, J.1
Gordon, G.2
Thrun, S.3
-
8
-
-
33646016345
-
VDCBPI: An approximate scalable algorithm for large POMDPs
-
MIT Press
-
P. Poupart and C. Boutilier. VDCBPI: an approximate scalable algorithm for large POMDPs. In NIPS 17, MIT Press, 2004.
-
(2004)
NIPS
, vol.17
-
-
Poupart, P.1
Boutilier, C.2
-
9
-
-
0015658957
-
The optimal control of partially observable processes over a finite horizon
-
R. Smallwood and E. Sondik. The optimal control of partially observable processes over a finite horizon. Operations Research, 21, 1973.
-
(1973)
Operations Research
, vol.21
-
-
Smallwood, R.1
Sondik, E.2
-
10
-
-
31144465830
-
Heuristic search value iteration for pomdps
-
T. Smith and R. Simmons. Heuristic search value iteration for pomdps. In UAI 2004, 2004.
-
(2004)
UAI 2004
-
-
Smith, T.1
Simmons, R.2
-
11
-
-
80053262864
-
Point-based pomdp algorithms: Improved analysis and implementation
-
T. Smith and R. Simmons. Point-based pomdp algorithms: Improved analysis and implementation. In UAI 2005, 2005.
-
(2005)
UAI 2005
-
-
Smith, T.1
Simmons, R.2
-
12
-
-
31144472319
-
Perseus: Randomized point-based value iteration for POMDPs
-
M. T. J. Spaan and N. Vlassis. Perseus: Randomized point-based value iteration for POMDPs. JAIR, 24:195-220, 2005.
-
(2005)
JAIR
, vol.24
, pp. 195-220
-
-
Spaan, M.T.J.1
Vlassis, N.2
-
13
-
-
21844451909
-
Prioritization methods for accelerating mdp solvers
-
D. Wingate and K. D. Seppi. Prioritization methods for accelerating mdp solvers. JMLR, 6:851-881, 2005.
-
(2005)
JMLR
, vol.6
, pp. 851-881
-
-
Wingate, D.1
Seppi, K.D.2
|